diff --git a/.github/docs/openapi3.txt b/.github/docs/openapi3.txt
index 993d2da17..7c950937b 100644
--- a/.github/docs/openapi3.txt
+++ b/.github/docs/openapi3.txt
@@ -4,6 +4,8 @@ Package openapi3 parses and writes OpenAPI 3 specification documents.
 
 See https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.3.md
 
+Code generated by go generate; DO NOT EDIT.
+
 CONSTANTS
 
 const (
@@ -170,6 +172,9 @@ func (callback *Callback) Map() (m map[string]*PathItem)
 func (callback *Callback) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Callback.
 
+func (callback *Callback) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Callback.
+
 func (callback *Callback) Set(key string, value *PathItem)
     Set adds or replaces key 'key' of 'callback' with 'value'. Note: 'callback'
     MUST be non-nil
@@ -235,6 +240,9 @@ func NewComponents() Components
 func (components Components) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Components.
 
+func (components Components) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Components.
+
 func (components *Components) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Components to a copy of data.
 
@@ -255,6 +263,9 @@ type Contact struct {
 func (contact Contact) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Contact.
 
+func (contact Contact) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Contact.
+
 func (contact *Contact) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Contact to a copy of data.
 
@@ -295,6 +306,9 @@ type Discriminator struct {
 func (discriminator Discriminator) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Discriminator.
 
+func (discriminator Discriminator) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Discriminator.
+
 func (discriminator *Discriminator) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Discriminator to a copy of data.
 
@@ -319,6 +333,9 @@ func NewEncoding() *Encoding
 func (encoding Encoding) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Encoding.
 
+func (encoding Encoding) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Encoding.
+
 func (encoding *Encoding) SerializationMethod() *SerializationMethod
     SerializationMethod returns a serialization method of request body.
     When serialization method is not defined the method returns the default
@@ -350,6 +367,9 @@ func NewExample(value interface{}) *Example
 func (example Example) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Example.
 
+func (example Example) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Example.
+
 func (example *Example) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Example to a copy of data.
 
@@ -399,6 +419,9 @@ type ExternalDocs struct {
 func (e ExternalDocs) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of ExternalDocs.
 
+func (e ExternalDocs) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of ExternalDocs.
+
 func (e *ExternalDocs) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets ExternalDocs to a copy of data.
 
@@ -487,6 +510,9 @@ type Info struct {
 func (info Info) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Info.
 
+func (info Info) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Info.
+
 func (info *Info) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Info to a copy of data.
 
@@ -505,6 +531,9 @@ type License struct {
 func (license License) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of License.
 
+func (license License) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of License.
+
 func (license *License) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets License to a copy of data.
 
@@ -527,6 +556,9 @@ type Link struct {
 func (link Link) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Link.
 
+func (link Link) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Link.
+
 func (link *Link) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Link to a copy of data.
 
@@ -622,6 +654,9 @@ func (mediaType MediaType) JSONLookup(token string) (interface{}, error)
 func (mediaType MediaType) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of MediaType.
 
+func (mediaType MediaType) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of MediaType.
+
 func (mediaType *MediaType) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets MediaType to a copy of data.
 
@@ -687,6 +722,9 @@ type OAuthFlow struct {
 func (flow OAuthFlow) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of OAuthFlow.
 
+func (flow OAuthFlow) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of OAuthFlow.
+
 func (flow *OAuthFlow) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets OAuthFlow to a copy of data.
 
@@ -708,6 +746,9 @@ type OAuthFlows struct {
 func (flows OAuthFlows) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of OAuthFlows.
 
+func (flows OAuthFlows) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of OAuthFlows.
+
 func (flows *OAuthFlows) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets OAuthFlows to a copy of data.
 
@@ -769,6 +810,9 @@ func (operation Operation) JSONLookup(token string) (interface{}, error)
 func (operation Operation) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Operation.
 
+func (operation Operation) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Operation.
+
 func (operation *Operation) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Operation to a copy of data.
 
@@ -811,6 +855,9 @@ func (parameter Parameter) JSONLookup(token string) (interface{}, error)
 func (parameter Parameter) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Parameter.
 
+func (parameter Parameter) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Parameter.
+
 func (parameter *Parameter) SerializationMethod() (*SerializationMethod, error)
     SerializationMethod returns a parameter's serialization method. When a
     parameter's serialization method is not defined the method returns the
@@ -901,6 +948,9 @@ func (pathItem *PathItem) GetOperation(method string) *Operation
 func (pathItem PathItem) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of PathItem.
 
+func (pathItem PathItem) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of PathItem.
+
 func (pathItem *PathItem) Operations() map[string]*Operation
 
 func (pathItem *PathItem) SetOperation(method string, operation *Operation)
@@ -963,8 +1013,8 @@ func (paths *Paths) Map() (m map[string]*PathItem)
 func (paths *Paths) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Paths.
 
-func (paths *Paths) MarshalYAML() (any, error)
-    Support YAML Marshaler interface for gopkg.in/yaml
+func (paths *Paths) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Paths.
 
 func (paths *Paths) Set(key string, value *PathItem)
     Set adds or replaces key 'key' of 'paths' with 'value'. Note: 'paths' MUST
@@ -1031,6 +1081,9 @@ func (requestBody *RequestBody) GetMediaType(mediaType string) *MediaType
 func (requestBody RequestBody) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of RequestBody.
 
+func (requestBody RequestBody) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of RequestBody.
+
 func (requestBody *RequestBody) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets RequestBody to a copy of data.
 
@@ -1097,6 +1150,9 @@ func NewResponse() *Response
 func (response Response) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Response.
 
+func (response Response) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Response.
+
 func (response *Response) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Response to a copy of data.
 
@@ -1177,8 +1233,8 @@ func (responses *Responses) Map() (m map[string]*ResponseRef)
 func (responses *Responses) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Responses.
 
-func (responses *Responses) MarshalYAML() (any, error)
-    Support YAML Marshaler interface for gopkg.in/yaml
+func (responses *Responses) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Responses.
 
 func (responses *Responses) Set(key string, value *ResponseRef)
     Set adds or replaces key 'key' of 'responses' with 'value'. Note:
@@ -1307,6 +1363,9 @@ func (schema Schema) JSONLookup(token string) (interface{}, error)
 func (schema Schema) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Schema.
 
+func (schema Schema) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Schema.
+
 func (schema *Schema) NewRef() *SchemaRef
 
 func (schema *Schema) PermitsNull() bool
@@ -1536,6 +1595,9 @@ func NewSecurityScheme() *SecurityScheme
 func (ss SecurityScheme) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of SecurityScheme.
 
+func (ss SecurityScheme) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of SecurityScheme.
+
 func (ss *SecurityScheme) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets SecurityScheme to a copy of data.
 
@@ -1611,6 +1673,9 @@ func (server *Server) BasePath() (string, error)
 func (server Server) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Server.
 
+func (server Server) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Server.
+
 func (server Server) MatchRawURL(input string) ([]string, string, bool)
 
 func (server Server) ParameterNames() ([]string, error)
@@ -1634,6 +1699,9 @@ type ServerVariable struct {
 func (serverVariable ServerVariable) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of ServerVariable.
 
+func (serverVariable ServerVariable) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of ServerVariable.
+
 func (serverVariable *ServerVariable) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets ServerVariable to a copy of data.
 
@@ -1699,6 +1767,9 @@ func (doc *T) JSONLookup(token string) (interface{}, error)
 func (doc *T) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of T.
 
+func (doc *T) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of T.
+
 func (doc *T) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets T to a copy of data.
 
@@ -1719,6 +1790,9 @@ type Tag struct {
 func (t Tag) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of Tag.
 
+func (t Tag) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of Tag.
+
 func (t *Tag) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets Tag to a copy of data.
 
@@ -1813,6 +1887,9 @@ type XML struct {
 func (xml XML) MarshalJSON() ([]byte, error)
     MarshalJSON returns the JSON encoding of XML.
 
+func (xml XML) MarshalYAML() (interface{}, error)
+    MarshalYAML returns the YAML encoding of XML.
+
 func (xml *XML) UnmarshalJSON(data []byte) error
     UnmarshalJSON sets XML to a copy of data.
 
diff --git a/.github/docs/openapi3filter.txt b/.github/docs/openapi3filter.txt
index 0fd7027c8..43540c416 100644
--- a/.github/docs/openapi3filter.txt
+++ b/.github/docs/openapi3filter.txt
@@ -182,7 +182,7 @@ type ErrCode int
     occur during validation. These may be used to write an appropriate response
     in ErrFunc.
 
-type ErrFunc func(w http.ResponseWriter, status int, code ErrCode, err error)
+type ErrFunc func(ctx context.Context, w http.ResponseWriter, status int, code ErrCode, err error)
     ErrFunc handles errors that may occur during validation.
 
 type ErrorEncoder func(ctx context.Context, err error, w http.ResponseWriter)
@@ -198,7 +198,7 @@ type Headerer interface {
     Headerer, the provided headers will be applied to the response writer,
     after the Content-Type is set.
 
-type LogFunc func(message string, err error)
+type LogFunc func(ctx context.Context, message string, err error)
     LogFunc handles log messages that may occur during validation.
 
 type Options struct {
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
deleted file mode 100644
index a09546a40..000000000
--- a/.github/workflows/codeql.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: "CodeQL"
-
-on:
-  push:
-    branches: [ "master" ]
-  pull_request:
-    branches: [ "master" ]
-  schedule:
-    - cron: "4 8 * * 4"
-
-jobs:
-  analyze:
-    name: Analyze
-    runs-on: ubuntu-latest
-    permissions:
-      actions: read
-      contents: read
-      security-events: write
-
-    strategy:
-      fail-fast: false
-      matrix:
-        language: [ go ]
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-
-      - name: Initialize CodeQL
-        uses: github/codeql-action/init@v2
-        with:
-          languages: ${{ matrix.language }}
-          queries: +security-and-quality
-
-      - name: Autobuild
-        uses: github/codeql-action/autobuild@v2
-
-      - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v2
-        with:
-          category: "/language:${{ matrix.language }}"
diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml
index acb3a0f0d..fa32c1b59 100644
--- a/.github/workflows/go.yml
+++ b/.github/workflows/go.yml
@@ -52,7 +52,7 @@ jobs:
 
     - uses: actions/checkout@v2
 
-    - run: ./refs.sh | tee openapi3/refs.go
+    - run: go generate openapi3/refsgenerator.go
     - run: git --no-pager diff --exit-code
 
     - run: ./maps.sh
diff --git a/README.md b/README.md
index dfd1781ad..aea156c0d 100644
--- a/README.md
+++ b/README.md
@@ -27,6 +27,7 @@ Be sure to [give back to this project](https://github.com/sponsors/fenollp) like
 </p>
 
 Here's some projects that depend on _kin-openapi_:
+  * [github.com/a-h/rest](https://github.com/a-h/rest) - "Generate OpenAPI 3.0 specifications from Go code without annotations or magic comments"
   * [github.com/Tufin/oasdiff](https://github.com/Tufin/oasdiff) - "A diff tool for OpenAPI Specification 3"
   * [github.com/danielgtaylor/apisprout](https://github.com/danielgtaylor/apisprout) - "Lightweight, blazing fast, cross-platform OpenAPI 3 mock server with validation"
   * [github.com/deepmap/oapi-codegen](https://github.com/deepmap/oapi-codegen) - "Generate Go client and server boilerplate from OpenAPI 3 specifications"
@@ -277,6 +278,9 @@ This will change the schema validation errors to return only the `Reason` field,
 
 ## CHANGELOG: Sub-v1 breaking API changes
 
+### v0.125.0
+* The `openapi3filter.ErrFunc` and `openapi3filter.LogFunc` func types now take the validated request's context as first argument.
+
 ### v0.122.0
 * `Paths` field of `openapi3.T` is now a pointer
 * `Responses` field of `openapi3.Operation` is now a pointer
diff --git a/maps.sh b/maps.sh
index 0f7e14ca5..7e335b01c 100755
--- a/maps.sh
+++ b/maps.sh
@@ -156,8 +156,8 @@ EOF
 
 maplike_UnMarsh() {
 	cat <<EOF >>"$maplike"
-// MarshalJSON returns the JSON encoding of ${type#'*'}.
-func (${name} ${type}) MarshalJSON() ([]byte, error) {
+// MarshalYAML returns the YAML encoding of ${type#'*'}.
+func (${name} ${type}) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, ${name}.Len()+len(${name}.Extensions))
 	for k, v := range ${name}.Extensions {
 		m[k] = v
@@ -165,7 +165,16 @@ func (${name} ${type}) MarshalJSON() ([]byte, error) {
 	for k, v := range ${name}.Map() {
 		m[k] = v
 	}
-	return json.Marshal(m)
+	return m, nil
+}
+
+// MarshalJSON returns the JSON encoding of ${type#'*'}.
+func (${name} ${type}) MarshalJSON() ([]byte, error) {
+	${name}Yaml, err := ${name}.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(${name}Yaml)
 }
 
 // UnmarshalJSON sets ${type#'*'} to a copy of data.
diff --git a/openapi2/marsh.go b/openapi2/marsh.go
index b15f3b82c..5aa162a72 100644
--- a/openapi2/marsh.go
+++ b/openapi2/marsh.go
@@ -17,10 +17,18 @@ func unmarshalError(jsonUnmarshalErr error) error {
 }
 
 func unmarshal(data []byte, v interface{}) error {
+	var jsonErr, yamlErr error
+
 	// See https://github.com/getkin/kin-openapi/issues/680
-	if err := json.Unmarshal(data, v); err != nil {
-		// UnmarshalStrict(data, v) TODO: investigate how ymlv3 handles duplicate map keys
-		return yaml.Unmarshal(data, v)
+	if jsonErr = json.Unmarshal(data, v); jsonErr == nil {
+		return nil
+	}
+
+	// UnmarshalStrict(data, v) TODO: investigate how ymlv3 handles duplicate map keys
+	if yamlErr = yaml.Unmarshal(data, v); yamlErr == nil {
+		return nil
 	}
-	return nil
+
+	// If both unmarshaling attempts fail, return a new error that includes both errors
+	return fmt.Errorf("failed to unmarshal data: json error: %v, yaml error: %v", jsonErr, yamlErr)
 }
diff --git a/openapi3/components.go b/openapi3/components.go
index 656ea1936..c46663273 100644
--- a/openapi3/components.go
+++ b/openapi3/components.go
@@ -43,6 +43,15 @@ func NewComponents() Components {
 
 // MarshalJSON returns the JSON encoding of Components.
 func (components Components) MarshalJSON() ([]byte, error) {
+	x, err := components.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Components.
+func (components Components) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 9+len(components.Extensions))
 	for k, v := range components.Extensions {
 		m[k] = v
@@ -74,7 +83,7 @@ func (components Components) MarshalJSON() ([]byte, error) {
 	if x := components.Callbacks; len(x) != 0 {
 		m["callbacks"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Components to a copy of data.
diff --git a/openapi3/contact.go b/openapi3/contact.go
index e60d2818a..7b707ce39 100644
--- a/openapi3/contact.go
+++ b/openapi3/contact.go
@@ -17,6 +17,15 @@ type Contact struct {
 
 // MarshalJSON returns the JSON encoding of Contact.
 func (contact Contact) MarshalJSON() ([]byte, error) {
+	x, err := contact.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Contact.
+func (contact Contact) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 3+len(contact.Extensions))
 	for k, v := range contact.Extensions {
 		m[k] = v
@@ -30,7 +39,7 @@ func (contact Contact) MarshalJSON() ([]byte, error) {
 	if x := contact.Email; x != "" {
 		m["email"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Contact to a copy of data.
diff --git a/openapi3/discriminator.go b/openapi3/discriminator.go
index abb480741..ae36f416d 100644
--- a/openapi3/discriminator.go
+++ b/openapi3/discriminator.go
@@ -16,6 +16,15 @@ type Discriminator struct {
 
 // MarshalJSON returns the JSON encoding of Discriminator.
 func (discriminator Discriminator) MarshalJSON() ([]byte, error) {
+	x, err := discriminator.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Discriminator.
+func (discriminator Discriminator) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 2+len(discriminator.Extensions))
 	for k, v := range discriminator.Extensions {
 		m[k] = v
@@ -24,7 +33,7 @@ func (discriminator Discriminator) MarshalJSON() ([]byte, error) {
 	if x := discriminator.Mapping; len(x) != 0 {
 		m["mapping"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Discriminator to a copy of data.
diff --git a/openapi3/encoding.go b/openapi3/encoding.go
index 8e810279c..57d20ee3d 100644
--- a/openapi3/encoding.go
+++ b/openapi3/encoding.go
@@ -41,6 +41,15 @@ func (encoding *Encoding) WithHeaderRef(name string, ref *HeaderRef) *Encoding {
 
 // MarshalJSON returns the JSON encoding of Encoding.
 func (encoding Encoding) MarshalJSON() ([]byte, error) {
+	x, err := encoding.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Encoding.
+func (encoding Encoding) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 5+len(encoding.Extensions))
 	for k, v := range encoding.Extensions {
 		m[k] = v
@@ -60,7 +69,7 @@ func (encoding Encoding) MarshalJSON() ([]byte, error) {
 	if x := encoding.AllowReserved; x {
 		m["allowReserved"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Encoding to a copy of data.
diff --git a/openapi3/example.go b/openapi3/example.go
index 44e71d827..a1a5a2b35 100644
--- a/openapi3/example.go
+++ b/openapi3/example.go
@@ -23,6 +23,15 @@ func NewExample(value interface{}) *Example {
 
 // MarshalJSON returns the JSON encoding of Example.
 func (example Example) MarshalJSON() ([]byte, error) {
+	x, err := example.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Example.
+func (example Example) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(example.Extensions))
 	for k, v := range example.Extensions {
 		m[k] = v
@@ -39,7 +48,7 @@ func (example Example) MarshalJSON() ([]byte, error) {
 	if x := example.ExternalValue; x != "" {
 		m["externalValue"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Example to a copy of data.
diff --git a/openapi3/external_docs.go b/openapi3/external_docs.go
index 7190be4b0..40e9f3db0 100644
--- a/openapi3/external_docs.go
+++ b/openapi3/external_docs.go
@@ -19,6 +19,15 @@ type ExternalDocs struct {
 
 // MarshalJSON returns the JSON encoding of ExternalDocs.
 func (e ExternalDocs) MarshalJSON() ([]byte, error) {
+	x, err := e.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of ExternalDocs.
+func (e ExternalDocs) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 2+len(e.Extensions))
 	for k, v := range e.Extensions {
 		m[k] = v
@@ -29,7 +38,7 @@ func (e ExternalDocs) MarshalJSON() ([]byte, error) {
 	if x := e.URL; x != "" {
 		m["url"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets ExternalDocs to a copy of data.
diff --git a/openapi3/info.go b/openapi3/info.go
index ffcd3b0e3..51707f852 100644
--- a/openapi3/info.go
+++ b/openapi3/info.go
@@ -21,6 +21,15 @@ type Info struct {
 
 // MarshalJSON returns the JSON encoding of Info.
 func (info Info) MarshalJSON() ([]byte, error) {
+	x, err := info.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Info.
+func (info Info) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 6+len(info.Extensions))
 	for k, v := range info.Extensions {
 		m[k] = v
@@ -39,7 +48,7 @@ func (info Info) MarshalJSON() ([]byte, error) {
 		m["license"] = x
 	}
 	m["version"] = info.Version
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Info to a copy of data.
diff --git a/openapi3/internalize_refs.go b/openapi3/internalize_refs.go
index e313e5535..191c14f7e 100644
--- a/openapi3/internalize_refs.go
+++ b/openapi3/internalize_refs.go
@@ -351,7 +351,10 @@ func (doc *T) derefPaths(paths map[string]*PathItem, refNameResolver RefNameReso
 		ops.Ref = ""
 
 		for _, param := range ops.Parameters {
-			doc.addParameterToSpec(param, refNameResolver, pathIsExternal)
+			isExternal := doc.addParameterToSpec(param, refNameResolver, pathIsExternal)
+			if param.Value != nil {
+				doc.derefParameter(*param.Value, refNameResolver, pathIsExternal || isExternal)
+			}
 		}
 
 		for _, op := range ops.Operations() {
diff --git a/openapi3/internalize_refs_test.go b/openapi3/internalize_refs_test.go
index b5ceb6905..90e73f234 100644
--- a/openapi3/internalize_refs_test.go
+++ b/openapi3/internalize_refs_test.go
@@ -23,6 +23,7 @@ func TestInternalizeRefs(t *testing.T) {
 		{"testdata/spec.yaml"},
 		{"testdata/callbacks.yml"},
 		{"testdata/issue831/testref.internalizepath.openapi.yml"},
+		{"testdata/issue959/openapi.yml"},
 	}
 
 	for _, test := range tests {
diff --git a/openapi3/license.go b/openapi3/license.go
index 3d2d2f06d..e845ed832 100644
--- a/openapi3/license.go
+++ b/openapi3/license.go
@@ -17,6 +17,15 @@ type License struct {
 
 // MarshalJSON returns the JSON encoding of License.
 func (license License) MarshalJSON() ([]byte, error) {
+	x, err := license.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of License.
+func (license License) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 2+len(license.Extensions))
 	for k, v := range license.Extensions {
 		m[k] = v
@@ -25,7 +34,7 @@ func (license License) MarshalJSON() ([]byte, error) {
 	if x := license.URL; x != "" {
 		m["url"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets License to a copy of data.
diff --git a/openapi3/link.go b/openapi3/link.go
index 23a8df41b..961566538 100644
--- a/openapi3/link.go
+++ b/openapi3/link.go
@@ -22,6 +22,15 @@ type Link struct {
 
 // MarshalJSON returns the JSON encoding of Link.
 func (link Link) MarshalJSON() ([]byte, error) {
+	x, err := link.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Link.
+func (link Link) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 6+len(link.Extensions))
 	for k, v := range link.Extensions {
 		m[k] = v
@@ -46,7 +55,7 @@ func (link Link) MarshalJSON() ([]byte, error) {
 		m["requestBody"] = x
 	}
 
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Link to a copy of data.
diff --git a/openapi3/maplike.go b/openapi3/maplike.go
index b27cbf6c5..8829b8db5 100644
--- a/openapi3/maplike.go
+++ b/openapi3/maplike.go
@@ -76,8 +76,8 @@ func (responses Responses) JSONLookup(token string) (interface{}, error) {
 	}
 }
 
-// MarshalJSON returns the JSON encoding of Responses.
-func (responses *Responses) MarshalJSON() ([]byte, error) {
+// MarshalYAML returns the YAML encoding of Responses.
+func (responses *Responses) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, responses.Len()+len(responses.Extensions))
 	for k, v := range responses.Extensions {
 		m[k] = v
@@ -85,7 +85,16 @@ func (responses *Responses) MarshalJSON() ([]byte, error) {
 	for k, v := range responses.Map() {
 		m[k] = v
 	}
-	return json.Marshal(m)
+	return m, nil
+}
+
+// MarshalJSON returns the JSON encoding of Responses.
+func (responses *Responses) MarshalJSON() ([]byte, error) {
+	responsesYaml, err := responses.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(responsesYaml)
 }
 
 // UnmarshalJSON sets Responses to a copy of data.
@@ -195,8 +204,8 @@ func (callback Callback) JSONLookup(token string) (interface{}, error) {
 	}
 }
 
-// MarshalJSON returns the JSON encoding of Callback.
-func (callback *Callback) MarshalJSON() ([]byte, error) {
+// MarshalYAML returns the YAML encoding of Callback.
+func (callback *Callback) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, callback.Len()+len(callback.Extensions))
 	for k, v := range callback.Extensions {
 		m[k] = v
@@ -204,7 +213,16 @@ func (callback *Callback) MarshalJSON() ([]byte, error) {
 	for k, v := range callback.Map() {
 		m[k] = v
 	}
-	return json.Marshal(m)
+	return m, nil
+}
+
+// MarshalJSON returns the JSON encoding of Callback.
+func (callback *Callback) MarshalJSON() ([]byte, error) {
+	callbackYaml, err := callback.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(callbackYaml)
 }
 
 // UnmarshalJSON sets Callback to a copy of data.
@@ -314,8 +332,8 @@ func (paths Paths) JSONLookup(token string) (interface{}, error) {
 	}
 }
 
-// MarshalJSON returns the JSON encoding of Paths.
-func (paths *Paths) MarshalJSON() ([]byte, error) {
+// MarshalYAML returns the YAML encoding of Paths.
+func (paths *Paths) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, paths.Len()+len(paths.Extensions))
 	for k, v := range paths.Extensions {
 		m[k] = v
@@ -323,7 +341,16 @@ func (paths *Paths) MarshalJSON() ([]byte, error) {
 	for k, v := range paths.Map() {
 		m[k] = v
 	}
-	return json.Marshal(m)
+	return m, nil
+}
+
+// MarshalJSON returns the JSON encoding of Paths.
+func (paths *Paths) MarshalJSON() ([]byte, error) {
+	pathsYaml, err := paths.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(pathsYaml)
 }
 
 // UnmarshalJSON sets Paths to a copy of data.
diff --git a/openapi3/marsh.go b/openapi3/marsh.go
index 18036ae78..9be7bb44c 100644
--- a/openapi3/marsh.go
+++ b/openapi3/marsh.go
@@ -17,10 +17,18 @@ func unmarshalError(jsonUnmarshalErr error) error {
 }
 
 func unmarshal(data []byte, v interface{}) error {
+	var jsonErr, yamlErr error
+
 	// See https://github.com/getkin/kin-openapi/issues/680
-	if err := json.Unmarshal(data, v); err != nil {
-		// UnmarshalStrict(data, v) TODO: investigate how ymlv3 handles duplicate map keys
-		return yaml.Unmarshal(data, v)
+	if jsonErr = json.Unmarshal(data, v); jsonErr == nil {
+		return nil
+	}
+
+	// UnmarshalStrict(data, v) TODO: investigate how ymlv3 handles duplicate map keys
+	if yamlErr = yaml.Unmarshal(data, v); yamlErr == nil {
+		return nil
 	}
-	return nil
+
+	// If both unmarshaling attempts fail, return a new error that includes both errors
+	return fmt.Errorf("failed to unmarshal data: json error: %v, yaml error: %v", jsonErr, yamlErr)
 }
diff --git a/openapi3/media_type.go b/openapi3/media_type.go
index e043a7c95..02de1dbc5 100644
--- a/openapi3/media_type.go
+++ b/openapi3/media_type.go
@@ -65,6 +65,15 @@ func (mediaType *MediaType) WithEncoding(name string, enc *Encoding) *MediaType
 
 // MarshalJSON returns the JSON encoding of MediaType.
 func (mediaType MediaType) MarshalJSON() ([]byte, error) {
+	x, err := mediaType.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of MediaType.
+func (mediaType MediaType) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(mediaType.Extensions))
 	for k, v := range mediaType.Extensions {
 		m[k] = v
@@ -81,7 +90,7 @@ func (mediaType MediaType) MarshalJSON() ([]byte, error) {
 	if x := mediaType.Encoding; len(x) != 0 {
 		m["encoding"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets MediaType to a copy of data.
diff --git a/openapi3/openapi3.go b/openapi3/openapi3.go
index 04df3505b..04bac8ff7 100644
--- a/openapi3/openapi3.go
+++ b/openapi3/openapi3.go
@@ -55,6 +55,15 @@ func (doc *T) JSONLookup(token string) (interface{}, error) {
 
 // MarshalJSON returns the JSON encoding of T.
 func (doc *T) MarshalJSON() ([]byte, error) {
+	x, err := doc.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of T.
+func (doc *T) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(doc.Extensions))
 	for k, v := range doc.Extensions {
 		m[k] = v
@@ -77,7 +86,7 @@ func (doc *T) MarshalJSON() ([]byte, error) {
 	if x := doc.ExternalDocs; x != nil {
 		m["externalDocs"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets T to a copy of data.
diff --git a/openapi3/openapi3_test.go b/openapi3/openapi3_test.go
index 989294823..3b68c1693 100644
--- a/openapi3/openapi3_test.go
+++ b/openapi3/openapi3_test.go
@@ -82,18 +82,9 @@ func TestRefsYAML(t *testing.T) {
 	require.NoError(t, err)
 	dataB, err := yaml.Marshal(docB)
 	require.NoError(t, err)
-	eqYAML(t, data, specYAML)
-	eqYAML(t, data, dataA)
-	eqYAML(t, data, dataB)
-}
-
-func eqYAML(t *testing.T, expected, actual []byte) {
-	var e, a interface{}
-	err := yaml.Unmarshal(expected, &e)
-	require.NoError(t, err)
-	err = yaml.Unmarshal(actual, &a)
-	require.NoError(t, err)
-	require.Equal(t, e, a)
+	require.YAMLEq(t, string(data), string(specYAML))
+	require.YAMLEq(t, string(data), string(dataA))
+	require.YAMLEq(t, string(data), string(dataB))
 }
 
 var specYAML = []byte(`
diff --git a/openapi3/operation.go b/openapi3/operation.go
index d859a437c..41e3c9b99 100644
--- a/openapi3/operation.go
+++ b/openapi3/operation.go
@@ -58,6 +58,15 @@ func NewOperation() *Operation {
 
 // MarshalJSON returns the JSON encoding of Operation.
 func (operation Operation) MarshalJSON() ([]byte, error) {
+	x, err := operation.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Operation.
+func (operation Operation) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 12+len(operation.Extensions))
 	for k, v := range operation.Extensions {
 		m[k] = v
@@ -96,7 +105,7 @@ func (operation Operation) MarshalJSON() ([]byte, error) {
 	if x := operation.ExternalDocs; x != nil {
 		m["externalDocs"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Operation to a copy of data.
diff --git a/openapi3/parameter.go b/openapi3/parameter.go
index f5a157de2..a13c1121b 100644
--- a/openapi3/parameter.go
+++ b/openapi3/parameter.go
@@ -150,6 +150,15 @@ func (parameter *Parameter) WithSchema(value *Schema) *Parameter {
 
 // MarshalJSON returns the JSON encoding of Parameter.
 func (parameter Parameter) MarshalJSON() ([]byte, error) {
+	x, err := parameter.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Parameter.
+func (parameter Parameter) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 13+len(parameter.Extensions))
 	for k, v := range parameter.Extensions {
 		m[k] = v
@@ -195,7 +204,7 @@ func (parameter Parameter) MarshalJSON() ([]byte, error) {
 		m["content"] = x
 	}
 
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Parameter to a copy of data.
diff --git a/openapi3/path_item.go b/openapi3/path_item.go
index e5dd0fb63..0a6493a1f 100644
--- a/openapi3/path_item.go
+++ b/openapi3/path_item.go
@@ -31,8 +31,17 @@ type PathItem struct {
 
 // MarshalJSON returns the JSON encoding of PathItem.
 func (pathItem PathItem) MarshalJSON() ([]byte, error) {
+	x, err := pathItem.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of PathItem.
+func (pathItem PathItem) MarshalYAML() (interface{}, error) {
 	if ref := pathItem.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+		return Ref{Ref: ref}, nil
 	}
 
 	m := make(map[string]interface{}, 13+len(pathItem.Extensions))
@@ -78,7 +87,7 @@ func (pathItem PathItem) MarshalJSON() ([]byte, error) {
 	if x := pathItem.Parameters; len(x) != 0 {
 		m["parameters"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets PathItem to a copy of data.
diff --git a/openapi3/paths.go b/openapi3/paths.go
index daafe71cc..ac4f58bbb 100644
--- a/openapi3/paths.go
+++ b/openapi3/paths.go
@@ -218,21 +218,6 @@ func (paths *Paths) validateUniqueOperationIDs() error {
 	return nil
 }
 
-// Support YAML Marshaler interface for gopkg.in/yaml
-func (paths *Paths) MarshalYAML() (any, error) {
-	res := make(map[string]any, len(paths.Extensions)+len(paths.m))
-
-	for k, v := range paths.Extensions {
-		res[k] = v
-	}
-
-	for k, v := range paths.m {
-		res[k] = v
-	}
-
-	return res, nil
-}
-
 func normalizeTemplatedPath(path string) (string, uint, map[string]struct{}) {
 	if strings.IndexByte(path, '{') < 0 {
 		return path, 0, nil
diff --git a/openapi3/ref.go b/openapi3/ref.go
index a937de4a5..07060731f 100644
--- a/openapi3/ref.go
+++ b/openapi3/ref.go
@@ -1,5 +1,7 @@
 package openapi3
 
+//go:generate go run refsgenerator.go
+
 // Ref is specified by OpenAPI/Swagger 3.0 standard.
 // See https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.3.md#reference-object
 type Ref struct {
diff --git a/openapi3/refs.go b/openapi3/refs.go
index a7e1e3680..087e5abfe 100644
--- a/openapi3/refs.go
+++ b/openapi3/refs.go
@@ -1,3 +1,4 @@
+// Code generated by go generate; DO NOT EDIT.
 package openapi3
 
 import (
@@ -27,15 +28,16 @@ func (x CallbackRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of CallbackRef.
 func (x CallbackRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return json.Marshal(x.Value)
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets CallbackRef to a copy of data.
@@ -105,15 +107,16 @@ func (x ExampleRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of ExampleRef.
 func (x ExampleRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets ExampleRef to a copy of data.
@@ -183,15 +186,16 @@ func (x HeaderRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of HeaderRef.
 func (x HeaderRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets HeaderRef to a copy of data.
@@ -261,15 +265,16 @@ func (x LinkRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of LinkRef.
 func (x LinkRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets LinkRef to a copy of data.
@@ -339,15 +344,16 @@ func (x ParameterRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of ParameterRef.
 func (x ParameterRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets ParameterRef to a copy of data.
@@ -417,15 +423,16 @@ func (x RequestBodyRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of RequestBodyRef.
 func (x RequestBodyRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets RequestBodyRef to a copy of data.
@@ -495,15 +502,16 @@ func (x ResponseRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of ResponseRef.
 func (x ResponseRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets ResponseRef to a copy of data.
@@ -573,15 +581,16 @@ func (x SchemaRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of SchemaRef.
 func (x SchemaRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets SchemaRef to a copy of data.
@@ -651,15 +660,16 @@ func (x SecuritySchemeRef) MarshalYAML() (interface{}, error) {
 	if ref := x.Ref; ref != "" {
 		return &Ref{Ref: ref}, nil
 	}
-	return x.Value, nil
+	return x.Value.MarshalYAML()
 }
 
 // MarshalJSON returns the JSON encoding of SecuritySchemeRef.
 func (x SecuritySchemeRef) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return x.Value.MarshalJSON()
+	return json.Marshal(y)
 }
 
 // UnmarshalJSON sets SecuritySchemeRef to a copy of data.
diff --git a/openapi3/refs.tmpl b/openapi3/refs.tmpl
new file mode 100644
index 000000000..638d6469d
--- /dev/null
+++ b/openapi3/refs.tmpl
@@ -0,0 +1,92 @@
+// Code generated by go generate; DO NOT EDIT.
+package {{ .Package }}
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"sort"
+
+	"github.com/go-openapi/jsonpointer"
+	"github.com/perimeterx/marshmallow"
+)
+{{ range $type := .Types }}
+// {{ $type }}Ref represents either a {{ $type }} or a $ref to a {{ $type }}.
+// When serializing and both fields are set, Ref is preferred over Value.
+type {{ $type }}Ref struct {
+	Ref   string
+	Value *{{ $type }}
+	extra []string
+}
+
+var _ jsonpointer.JSONPointable = (*{{ $type }}Ref)(nil)
+
+func (x *{{ $type }}Ref) isEmpty() bool { return x == nil || x.Ref == "" && x.Value == nil }
+
+// MarshalYAML returns the YAML encoding of {{ $type }}Ref.
+func (x {{ $type }}Ref) MarshalYAML() (interface{}, error) {
+	if ref := x.Ref; ref != "" {
+		return &Ref{Ref: ref}, nil
+	}
+	return x.Value.MarshalYAML()
+}
+
+// MarshalJSON returns the JSON encoding of {{ $type }}Ref.
+func (x {{ $type }}Ref) MarshalJSON() ([]byte, error) {
+	y, err := x.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(y)
+}
+
+// UnmarshalJSON sets {{ $type }}Ref to a copy of data.
+func (x *{{ $type }}Ref) UnmarshalJSON(data []byte) error {
+	var refOnly Ref
+	if extra, err := marshmallow.Unmarshal(data, &refOnly, marshmallow.WithExcludeKnownFieldsFromMap(true)); err == nil && refOnly.Ref != "" {
+		x.Ref = refOnly.Ref
+		if len(extra) != 0 {
+			x.extra = make([]string, 0, len(extra))
+			for key := range extra {
+				x.extra = append(x.extra, key)
+			}
+			sort.Strings(x.extra)
+		}
+		return nil
+	}
+	return json.Unmarshal(data, &x.Value)
+}
+
+// Validate returns an error if {{ $type }}Ref does not comply with the OpenAPI spec.
+func (x *{{ $type }}Ref) Validate(ctx context.Context, opts ...ValidationOption) error {
+	ctx = WithValidationOptions(ctx, opts...)
+	if extra := x.extra; len(extra) != 0 {
+		extras := make([]string, 0, len(extra))
+		allowed := getValidationOptions(ctx).extraSiblingFieldsAllowed
+		for _, ex := range extra {
+			if allowed != nil {
+				if _, ok := allowed[ex]; ok {
+					continue
+				}
+			}
+			extras = append(extras, ex)
+		}
+		if len(extras) != 0 {
+			return fmt.Errorf("extra sibling fields: %+v", extras)
+		}
+	}
+	if v := x.Value; v != nil {
+		return v.Validate(ctx)
+	}
+	return foundUnresolvedRef(x.Ref)
+}
+
+// JSONLookup implements https://pkg.go.dev/github.com/go-openapi/jsonpointer#JSONPointable
+func (x *{{ $type }}Ref) JSONLookup(token string) (interface{}, error) {
+	if token == "$ref" {
+		return x.Ref, nil
+	}
+	ptr, _, err := jsonpointer.GetForToken(x.Value, token)
+	return ptr, err
+}
+{{ end -}}
diff --git a/openapi3/refsgenerator.go b/openapi3/refsgenerator.go
new file mode 100644
index 000000000..5bddfe258
--- /dev/null
+++ b/openapi3/refsgenerator.go
@@ -0,0 +1,49 @@
+//go:build ignore
+// +build ignore
+
+// The program generates refs.go, invoke `go generate ./...` to run.
+package main
+
+import (
+	_ "embed"
+	"os"
+	"text/template"
+)
+
+//go:embed refs.tmpl
+var tmplData string
+
+func main() {
+	file, err := os.Create("refs.go")
+	if err != nil {
+		panic(err)
+	}
+
+	defer func() {
+		if err := file.Close(); err != nil {
+			panic(err)
+		}
+	}()
+
+	packageTemplate := template.Must(template.New("openapi3-refs").Parse(tmplData))
+
+	if err := packageTemplate.Execute(file, struct {
+		Package string
+		Types   []string
+	}{
+		Package: os.Getenv("GOPACKAGE"), // set by the go:generate directive
+		Types: []string{
+			"Callback",
+			"Example",
+			"Header",
+			"Link",
+			"Parameter",
+			"RequestBody",
+			"Response",
+			"Schema",
+			"SecurityScheme",
+		},
+	}); err != nil {
+		panic(err)
+	}
+}
diff --git a/openapi3/request_body.go b/openapi3/request_body.go
index acd2d0e8c..7b8d35399 100644
--- a/openapi3/request_body.go
+++ b/openapi3/request_body.go
@@ -75,6 +75,15 @@ func (requestBody *RequestBody) GetMediaType(mediaType string) *MediaType {
 
 // MarshalJSON returns the JSON encoding of RequestBody.
 func (requestBody RequestBody) MarshalJSON() ([]byte, error) {
+	x, err := requestBody.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of RequestBody.
+func (requestBody RequestBody) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 3+len(requestBody.Extensions))
 	for k, v := range requestBody.Extensions {
 		m[k] = v
@@ -88,7 +97,7 @@ func (requestBody RequestBody) MarshalJSON() ([]byte, error) {
 	if x := requestBody.Content; true {
 		m["content"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets RequestBody to a copy of data.
diff --git a/openapi3/response.go b/openapi3/response.go
index f69c237b3..6209b5810 100644
--- a/openapi3/response.go
+++ b/openapi3/response.go
@@ -98,21 +98,6 @@ func (responses *Responses) Validate(ctx context.Context, opts ...ValidationOpti
 	return validateExtensions(ctx, responses.Extensions)
 }
 
-// Support YAML Marshaler interface for gopkg.in/yaml
-func (responses *Responses) MarshalYAML() (any, error) {
-	res := make(map[string]any, len(responses.Extensions)+len(responses.m))
-
-	for k, v := range responses.Extensions {
-		res[k] = v
-	}
-
-	for k, v := range responses.m {
-		res[k] = v
-	}
-
-	return res, nil
-}
-
 // Response is specified by OpenAPI/Swagger 3.0 standard.
 // See https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.3.md#response-object
 type Response struct {
@@ -150,6 +135,15 @@ func (response *Response) WithJSONSchemaRef(schema *SchemaRef) *Response {
 
 // MarshalJSON returns the JSON encoding of Response.
 func (response Response) MarshalJSON() ([]byte, error) {
+	x, err := response.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Response.
+func (response Response) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(response.Extensions))
 	for k, v := range response.Extensions {
 		m[k] = v
@@ -166,7 +160,7 @@ func (response Response) MarshalJSON() ([]byte, error) {
 	if x := response.Links; len(x) != 0 {
 		m["links"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Response to a copy of data.
diff --git a/openapi3/schema.go b/openapi3/schema.go
index ae28afef7..8bacf729d 100644
--- a/openapi3/schema.go
+++ b/openapi3/schema.go
@@ -222,23 +222,18 @@ func (addProps AdditionalProperties) MarshalYAML() (interface{}, error) {
 		return false, nil
 	}
 	if x := addProps.Schema; x != nil {
-		return x.Value, nil
+		return x.MarshalYAML()
 	}
 	return nil, nil
 }
 
 // MarshalJSON returns the JSON encoding of AdditionalProperties.
 func (addProps AdditionalProperties) MarshalJSON() ([]byte, error) {
-	if x := addProps.Has; x != nil {
-		if *x {
-			return []byte("true"), nil
-		}
-		return []byte("false"), nil
-	}
-	if x := addProps.Schema; x != nil {
-		return json.Marshal(x)
+	x, err := addProps.MarshalYAML()
+	if err != nil {
+		return nil, err
 	}
-	return nil, nil
+	return json.Marshal(x)
 }
 
 // UnmarshalJSON sets AdditionalProperties to a copy of data.
@@ -275,6 +270,16 @@ func NewSchema() *Schema {
 
 // MarshalJSON returns the JSON encoding of Schema.
 func (schema Schema) MarshalJSON() ([]byte, error) {
+	m, err := schema.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+
+	return json.Marshal(m)
+}
+
+// MarshalYAML returns the YAML encoding of Schema.
+func (schema Schema) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 36+len(schema.Extensions))
 	for k, v := range schema.Extensions {
 		m[k] = v
@@ -401,7 +406,7 @@ func (schema Schema) MarshalJSON() ([]byte, error) {
 		m["discriminator"] = x
 	}
 
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Schema to a copy of data.
@@ -2119,14 +2124,16 @@ type SchemaError struct {
 var _ interface{ Unwrap() error } = SchemaError{}
 
 func markSchemaErrorKey(err error, key string) error {
-	var me multiErrorForOneOf
-
-	if errors.As(err, &me) {
-		err = me.Unwrap()
-	}
 
 	if v, ok := err.(*SchemaError); ok {
 		v.reversePath = append(v.reversePath, key)
+		if v.Origin != nil {
+			if unwrapped := errors.Unwrap(v.Origin); unwrapped != nil {
+				if me, ok := unwrapped.(multiErrorForOneOf); ok {
+					_ = markSchemaErrorKey(MultiError(me), key)
+				}
+			}
+		}
 		return v
 	}
 	if v, ok := err.(MultiError); ok {
diff --git a/openapi3/schema_issue940_test.go b/openapi3/schema_issue940_test.go
new file mode 100644
index 000000000..95d3d7869
--- /dev/null
+++ b/openapi3/schema_issue940_test.go
@@ -0,0 +1,72 @@
+package openapi3
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestOneOfErrorPreserved(t *testing.T) {
+
+	SchemaErrorDetailsDisabled = true
+	defer func() { SchemaErrorDetailsDisabled = false }()
+
+	// language=json
+	raw := `
+{
+	"foo": [ "bar" ]
+}
+`
+
+	// language=json
+	schema := `
+{
+	"type": "object",
+	"properties": {
+		"foo": {
+			"oneOf": [
+				{
+					"type": "number"
+				},
+					{
+					"type": "string"
+				}
+			]
+		}
+	}
+}
+`
+
+	s := NewSchema()
+	err := s.UnmarshalJSON([]byte(schema))
+	require.NoError(t, err)
+	err = s.Validate(context.Background())
+	require.NoError(t, err)
+
+	obj := make(map[string]interface{})
+	err = json.Unmarshal([]byte(raw), &obj)
+	require.NoError(t, err)
+
+	err = s.VisitJSON(obj, MultiErrors())
+	require.Error(t, err)
+
+	var multiError MultiError
+	ok := errors.As(err, &multiError)
+	require.True(t, ok)
+	var schemaErr *SchemaError
+	ok = errors.As(multiError[0], &schemaErr)
+	require.True(t, ok)
+
+	require.Equal(t, "oneOf", schemaErr.SchemaField)
+	require.Equal(t, `value doesn't match any schema from "oneOf"`, schemaErr.Reason)
+	require.Equal(t, `Error at "/foo": doesn't match schema due to: value must be a number Or value must be a string`, schemaErr.Error())
+
+	var me multiErrorForOneOf
+	ok = errors.As(err, &me)
+	require.True(t, ok)
+	require.Equal(t, `Error at "/foo": value must be a number`, me[0].Error())
+	require.Equal(t, `Error at "/foo": value must be a string`, me[1].Error())
+}
diff --git a/openapi3/security_scheme.go b/openapi3/security_scheme.go
index c07bfb619..7b6662c4d 100644
--- a/openapi3/security_scheme.go
+++ b/openapi3/security_scheme.go
@@ -52,6 +52,15 @@ func NewJWTSecurityScheme() *SecurityScheme {
 
 // MarshalJSON returns the JSON encoding of SecurityScheme.
 func (ss SecurityScheme) MarshalJSON() ([]byte, error) {
+	x, err := ss.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of SecurityScheme.
+func (ss SecurityScheme) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 8+len(ss.Extensions))
 	for k, v := range ss.Extensions {
 		m[k] = v
@@ -80,7 +89,7 @@ func (ss SecurityScheme) MarshalJSON() ([]byte, error) {
 	if x := ss.OpenIdConnectUrl; x != "" {
 		m["openIdConnectUrl"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets SecurityScheme to a copy of data.
@@ -225,6 +234,15 @@ const (
 
 // MarshalJSON returns the JSON encoding of OAuthFlows.
 func (flows OAuthFlows) MarshalJSON() ([]byte, error) {
+	x, err := flows.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of OAuthFlows.
+func (flows OAuthFlows) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(flows.Extensions))
 	for k, v := range flows.Extensions {
 		m[k] = v
@@ -241,7 +259,7 @@ func (flows OAuthFlows) MarshalJSON() ([]byte, error) {
 	if x := flows.AuthorizationCode; x != nil {
 		m["authorizationCode"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets OAuthFlows to a copy of data.
@@ -307,6 +325,15 @@ type OAuthFlow struct {
 
 // MarshalJSON returns the JSON encoding of OAuthFlow.
 func (flow OAuthFlow) MarshalJSON() ([]byte, error) {
+	x, err := flow.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of OAuthFlow.
+func (flow OAuthFlow) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(flow.Extensions))
 	for k, v := range flow.Extensions {
 		m[k] = v
@@ -321,7 +348,7 @@ func (flow OAuthFlow) MarshalJSON() ([]byte, error) {
 		m["refreshUrl"] = x
 	}
 	m["scopes"] = flow.Scopes
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets OAuthFlow to a copy of data.
diff --git a/openapi3/server.go b/openapi3/server.go
index 04e233d51..85b716fc9 100644
--- a/openapi3/server.go
+++ b/openapi3/server.go
@@ -84,6 +84,15 @@ func (server *Server) BasePath() (string, error) {
 
 // MarshalJSON returns the JSON encoding of Server.
 func (server Server) MarshalJSON() ([]byte, error) {
+	x, err := server.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Server.
+func (server Server) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 3+len(server.Extensions))
 	for k, v := range server.Extensions {
 		m[k] = v
@@ -95,7 +104,7 @@ func (server Server) MarshalJSON() ([]byte, error) {
 	if x := server.Variables; len(x) != 0 {
 		m["variables"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Server to a copy of data.
@@ -234,6 +243,15 @@ type ServerVariable struct {
 
 // MarshalJSON returns the JSON encoding of ServerVariable.
 func (serverVariable ServerVariable) MarshalJSON() ([]byte, error) {
+	x, err := serverVariable.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of ServerVariable.
+func (serverVariable ServerVariable) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 4+len(serverVariable.Extensions))
 	for k, v := range serverVariable.Extensions {
 		m[k] = v
@@ -247,7 +265,7 @@ func (serverVariable ServerVariable) MarshalJSON() ([]byte, error) {
 	if x := serverVariable.Description; x != "" {
 		m["description"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets ServerVariable to a copy of data.
diff --git a/openapi3/tag.go b/openapi3/tag.go
index eea6462f5..8dc996724 100644
--- a/openapi3/tag.go
+++ b/openapi3/tag.go
@@ -42,6 +42,15 @@ type Tag struct {
 
 // MarshalJSON returns the JSON encoding of Tag.
 func (t Tag) MarshalJSON() ([]byte, error) {
+	x, err := t.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of Tag.
+func (t Tag) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 3+len(t.Extensions))
 	for k, v := range t.Extensions {
 		m[k] = v
@@ -55,7 +64,7 @@ func (t Tag) MarshalJSON() ([]byte, error) {
 	if x := t.ExternalDocs; x != nil {
 		m["externalDocs"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets Tag to a copy of data.
diff --git a/openapi3/testdata/issue241.yml b/openapi3/testdata/issue241.yml
index 07609c1d8..1bcd73dce 100644
--- a/openapi3/testdata/issue241.yml
+++ b/openapi3/testdata/issue241.yml
@@ -1,15 +1,15 @@
-openapi: 3.0.3
 components:
   schemas:
     FooBar:
-      type: object
       properties:
         type_url:
           type: string
         value:
-          type: string
           format: byte
+          type: string
+      type: object
 info:
   title: sample
   version: version not set
+openapi: 3.0.3
 paths: {}
diff --git a/openapi3/testdata/issue959/components.yml b/openapi3/testdata/issue959/components.yml
new file mode 100644
index 000000000..c7095e90d
--- /dev/null
+++ b/openapi3/testdata/issue959/components.yml
@@ -0,0 +1,4 @@
+components:
+  schemas:
+    External1:
+      type: string
\ No newline at end of file
diff --git a/openapi3/testdata/issue959/openapi.yml b/openapi3/testdata/issue959/openapi.yml
new file mode 100644
index 000000000..de5bbfe48
--- /dev/null
+++ b/openapi3/testdata/issue959/openapi.yml
@@ -0,0 +1,16 @@
+openapi: 3.0.0
+info:
+  title: foo
+  version: 0.0.0
+paths:
+  /{external1}:
+    parameters:
+      - in: path
+        name: external1
+        required: true
+        schema:
+          $ref: './components.yml#/components/schemas/External1'
+    get:
+      responses:
+        '204':
+          description: No content
\ No newline at end of file
diff --git a/openapi3/testdata/issue959/openapi.yml.internalized.yml b/openapi3/testdata/issue959/openapi.yml.internalized.yml
new file mode 100644
index 000000000..3cbe674d6
--- /dev/null
+++ b/openapi3/testdata/issue959/openapi.yml.internalized.yml
@@ -0,0 +1,35 @@
+{
+  "components": {
+    "schemas": {
+      "External1": {
+        "type": "string"
+      }
+    }
+  },
+  "info": {
+    "title": "foo",
+    "version": "0.0.0"
+  },
+  "openapi": "3.0.0",
+  "paths": {
+    "/{external1}": {
+      "get": {
+        "responses": {
+          "204": {
+            "description": "No content"
+          }
+        }
+      },
+      "parameters": [
+        {
+          "in": "path",
+          "name": "external1",
+          "required": true,
+          "schema": {
+            "$ref": "#/components/schemas/External1"
+          }
+        }
+      ]
+    }
+  }
+}
\ No newline at end of file
diff --git a/openapi3/xml.go b/openapi3/xml.go
index 604b607dc..e69c1fa6d 100644
--- a/openapi3/xml.go
+++ b/openapi3/xml.go
@@ -19,6 +19,15 @@ type XML struct {
 
 // MarshalJSON returns the JSON encoding of XML.
 func (xml XML) MarshalJSON() ([]byte, error) {
+	x, err := xml.MarshalYAML()
+	if err != nil {
+		return nil, err
+	}
+	return json.Marshal(x)
+}
+
+// MarshalYAML returns the YAML encoding of XML.
+func (xml XML) MarshalYAML() (interface{}, error) {
 	m := make(map[string]interface{}, 5+len(xml.Extensions))
 	for k, v := range xml.Extensions {
 		m[k] = v
@@ -38,7 +47,7 @@ func (xml XML) MarshalJSON() ([]byte, error) {
 	if x := xml.Wrapped; x {
 		m["wrapped"] = x
 	}
-	return json.Marshal(m)
+	return m, nil
 }
 
 // UnmarshalJSON sets XML to a copy of data.
diff --git a/openapi3filter/middleware.go b/openapi3filter/middleware.go
index 0009d61c4..d20889ed9 100644
--- a/openapi3filter/middleware.go
+++ b/openapi3filter/middleware.go
@@ -2,6 +2,7 @@ package openapi3filter
 
 import (
 	"bytes"
+	"context"
 	"io"
 	"log"
 	"net/http"
@@ -19,10 +20,10 @@ type Validator struct {
 }
 
 // ErrFunc handles errors that may occur during validation.
-type ErrFunc func(w http.ResponseWriter, status int, code ErrCode, err error)
+type ErrFunc func(ctx context.Context, w http.ResponseWriter, status int, code ErrCode, err error)
 
 // LogFunc handles log messages that may occur during validation.
-type LogFunc func(message string, err error)
+type LogFunc func(ctx context.Context, message string, err error)
 
 // ErrCode is used for classification of different types of errors that may
 // occur during validation. These may be used to write an appropriate response
@@ -61,10 +62,10 @@ func (e ErrCode) responseText() string {
 func NewValidator(router routers.Router, options ...ValidatorOption) *Validator {
 	v := &Validator{
 		router: router,
-		errFunc: func(w http.ResponseWriter, status int, code ErrCode, _ error) {
+		errFunc: func(_ context.Context, w http.ResponseWriter, status int, code ErrCode, _ error) {
 			http.Error(w, code.responseText(), status)
 		},
-		logFunc: func(message string, err error) {
+		logFunc: func(_ context.Context, message string, err error) {
 			log.Printf("%s: %v", message, err)
 		},
 	}
@@ -117,10 +118,11 @@ func ValidationOptions(options Options) ValidatorOption {
 // request and response validation.
 func (v *Validator) Middleware(h http.Handler) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		ctx := r.Context()
 		route, pathParams, err := v.router.FindRoute(r)
 		if err != nil {
-			v.logFunc("validation error: failed to find route for "+r.URL.String(), err)
-			v.errFunc(w, http.StatusNotFound, ErrCodeCannotFindRoute, err)
+			v.logFunc(ctx, "validation error: failed to find route for "+r.URL.String(), err)
+			v.errFunc(ctx, w, http.StatusNotFound, ErrCodeCannotFindRoute, err)
 			return
 		}
 		requestValidationInput := &RequestValidationInput{
@@ -129,9 +131,9 @@ func (v *Validator) Middleware(h http.Handler) http.Handler {
 			Route:      route,
 			Options:    &v.options,
 		}
-		if err = ValidateRequest(r.Context(), requestValidationInput); err != nil {
-			v.logFunc("invalid request", err)
-			v.errFunc(w, http.StatusBadRequest, ErrCodeRequestInvalid, err)
+		if err = ValidateRequest(ctx, requestValidationInput); err != nil {
+			v.logFunc(ctx, "invalid request", err)
+			v.errFunc(ctx, w, http.StatusBadRequest, ErrCodeRequestInvalid, err)
 			return
 		}
 
@@ -144,22 +146,22 @@ func (v *Validator) Middleware(h http.Handler) http.Handler {
 
 		h.ServeHTTP(wr, r)
 
-		if err = ValidateResponse(r.Context(), &ResponseValidationInput{
+		if err = ValidateResponse(ctx, &ResponseValidationInput{
 			RequestValidationInput: requestValidationInput,
 			Status:                 wr.statusCode(),
 			Header:                 wr.Header(),
 			Body:                   io.NopCloser(bytes.NewBuffer(wr.bodyContents())),
 			Options:                &v.options,
 		}); err != nil {
-			v.logFunc("invalid response", err)
+			v.logFunc(ctx, "invalid response", err)
 			if v.strict {
-				v.errFunc(w, http.StatusInternalServerError, ErrCodeResponseInvalid, err)
+				v.errFunc(ctx, w, http.StatusInternalServerError, ErrCodeResponseInvalid, err)
 			}
 			return
 		}
 
 		if err = wr.flushBodyContents(); err != nil {
-			v.logFunc("failed to write response", err)
+			v.logFunc(ctx, "failed to write response", err)
 		}
 	})
 }
diff --git a/openapi3filter/middleware_test.go b/openapi3filter/middleware_test.go
index 1260ac54c..137228cd1 100644
--- a/openapi3filter/middleware_test.go
+++ b/openapi3filter/middleware_test.go
@@ -2,6 +2,7 @@ package openapi3filter_test
 
 import (
 	"bytes"
+	"context"
 	"encoding/json"
 	"fmt"
 	"io"
@@ -489,7 +490,7 @@ paths:
 	// testing a service against its spec in development and CI. In production,
 	// availability may be more important than strictness.
 	v := openapi3filter.NewValidator(router, openapi3filter.Strict(true),
-		openapi3filter.OnErr(func(w http.ResponseWriter, status int, code openapi3filter.ErrCode, err error) {
+		openapi3filter.OnErr(func(_ context.Context, w http.ResponseWriter, status int, code openapi3filter.ErrCode, err error) {
 			// Customize validation error responses to use JSON
 			w.Header().Set("Content-Type", "application/json")
 			w.WriteHeader(status)
diff --git a/openapi3filter/req_resp_decoder.go b/openapi3filter/req_resp_decoder.go
index 72e9d86d9..882d2d34d 100644
--- a/openapi3filter/req_resp_decoder.go
+++ b/openapi3filter/req_resp_decoder.go
@@ -650,6 +650,10 @@ func (d *urlValuesDecoder) DecodeObject(param string, sm *openapi3.Serialization
 		propsFn = func(params url.Values) (map[string]string, error) {
 			props := make(map[string]string)
 			for key, values := range params {
+				if !regexp.MustCompile(fmt.Sprintf(`^%s\[`, regexp.QuoteMeta(param))).MatchString(key) {
+					continue
+				}
+
 				matches := regexp.MustCompile(`\[(.*?)\]`).FindAllStringSubmatch(key, -1)
 				switch l := len(matches); {
 				case l == 0:
@@ -1562,7 +1566,7 @@ func zipFileBodyDecoder(body io.Reader, header http.Header, schema *openapi3.Sch
 func csvBodyDecoder(body io.Reader, header http.Header, schema *openapi3.SchemaRef, encFn EncodingFn) (interface{}, error) {
 	r := csv.NewReader(body)
 
-	var content string
+	var sb strings.Builder
 	for {
 		record, err := r.Read()
 		if err == io.EOF {
@@ -1572,8 +1576,9 @@ func csvBodyDecoder(body io.Reader, header http.Header, schema *openapi3.SchemaR
 			return nil, err
 		}
 
-		content += strings.Join(record, ",") + "\n"
+		sb.WriteString(strings.Join(record, ","))
+		sb.WriteString("\n")
 	}
 
-	return content, nil
+	return sb.String(), nil
 }
diff --git a/openapi3filter/req_resp_decoder_test.go b/openapi3filter/req_resp_decoder_test.go
index f24b24549..662636b46 100644
--- a/openapi3filter/req_resp_decoder_test.go
+++ b/openapi3filter/req_resp_decoder_test.go
@@ -998,6 +998,17 @@ func TestDecodeParameter(t *testing.T) {
 					query: "anotherparam=bar",
 					want:  map[string]interface{}(nil),
 				},
+				{
+					name: "deepObject explode nested object - extraneous deep object param ignored",
+					param: &openapi3.Parameter{
+						Name: "param", In: "query", Style: "deepObject", Explode: explode,
+						Schema: objectOf(
+							"obj", objectOf("nestedObjOne", stringSchema, "nestedObjTwo", stringSchema),
+						),
+					},
+					query: "anotherparam[obj][nestedObjOne]=one&anotherparam[obj][nestedObjTwo]=two",
+					want:  map[string]interface{}(nil),
+				},
 				{
 					name: "deepObject explode nested object - bad array item type",
 					param: &openapi3.Parameter{
diff --git a/refs.sh b/refs.sh
deleted file mode 100755
index 9ece26eaa..000000000
--- a/refs.sh
+++ /dev/null
@@ -1,126 +0,0 @@
-#!/bin/bash -eux
-set -o pipefail
-
-types=()
-types+=("Callback")
-types+=("Example")
-types+=("Header")
-types+=("Link")
-types+=("Parameter")
-types+=("RequestBody")
-types+=("Response")
-types+=("Schema")
-types+=("SecurityScheme")
-
-cat <<EOF
-package openapi3
-
-import (
-	"context"
-	"encoding/json"
-	"fmt"
-	"sort"
-
-	"github.com/go-openapi/jsonpointer"
-	"github.com/perimeterx/marshmallow"
-)
-EOF
-
-for type in "${types[@]}"; do
-	cat <<EOF
-
-// ${type}Ref represents either a ${type} or a \$ref to a ${type}.
-// When serializing and both fields are set, Ref is preferred over Value.
-type ${type}Ref struct {
-	Ref   string
-	Value *${type}
-	extra []string
-}
-
-var _ jsonpointer.JSONPointable = (*${type}Ref)(nil)
-
-func (x *${type}Ref) isEmpty() bool { return x == nil || x.Ref == "" && x.Value == nil }
-
-// MarshalYAML returns the YAML encoding of ${type}Ref.
-func (x ${type}Ref) MarshalYAML() (interface{}, error) {
-	if ref := x.Ref; ref != "" {
-		return &Ref{Ref: ref}, nil
-	}
-	return x.Value, nil
-}
-
-// MarshalJSON returns the JSON encoding of ${type}Ref.
-func (x ${type}Ref) MarshalJSON() ([]byte, error) {
-	if ref := x.Ref; ref != "" {
-		return json.Marshal(Ref{Ref: ref})
-	}
-EOF
-
-	case $type in
-		# Callback) echo '	return x.Value.MarshalJSON()' ;; TODO: when https://github.com/getkin/kin-openapi/issues/687
-		Example) echo '	return x.Value.MarshalJSON()' ;;
-		Header) echo '	return x.Value.MarshalJSON()' ;;
-		Link) echo '	return x.Value.MarshalJSON()' ;;
-		Parameter) echo '	return x.Value.MarshalJSON()' ;;
-		RequestBody) echo '	return x.Value.MarshalJSON()' ;;
-		Response) echo '	return x.Value.MarshalJSON()' ;;
-		Schema) echo '	return x.Value.MarshalJSON()' ;;
-		SecurityScheme) echo '	return x.Value.MarshalJSON()' ;;
-		*) echo '	return json.Marshal(x.Value)'
-	esac
-
-	cat <<EOF
-}
-
-// UnmarshalJSON sets ${type}Ref to a copy of data.
-func (x *${type}Ref) UnmarshalJSON(data []byte) error {
-	var refOnly Ref
-	if extra, err := marshmallow.Unmarshal(data, &refOnly, marshmallow.WithExcludeKnownFieldsFromMap(true)); err == nil && refOnly.Ref != "" {
-		x.Ref = refOnly.Ref
-		if len(extra) != 0 {
-			x.extra = make([]string, 0, len(extra))
-			for key := range extra {
-				x.extra = append(x.extra, key)
-			}
-			sort.Strings(x.extra)
-		}
-		return nil
-	}
-	return json.Unmarshal(data, &x.Value)
-}
-
-// Validate returns an error if ${type}Ref does not comply with the OpenAPI spec.
-func (x *${type}Ref) Validate(ctx context.Context, opts ...ValidationOption) error {
-	ctx = WithValidationOptions(ctx, opts...)
-	if extra := x.extra; len(extra) != 0 {
-		extras := make([]string, 0, len(extra))
-		allowed := getValidationOptions(ctx).extraSiblingFieldsAllowed
-		for _, ex := range extra {
-			if allowed != nil {
-				if _, ok := allowed[ex]; ok {
-					continue
-				}
-			}
-			extras = append(extras, ex)
-		}
-		if len(extras) != 0 {
-			return fmt.Errorf("extra sibling fields: %+v", extras)
-		}
-	}
-	if v := x.Value; v != nil {
-		return v.Validate(ctx)
-	}
-	return foundUnresolvedRef(x.Ref)
-}
-
-// JSONLookup implements https://pkg.go.dev/github.com/go-openapi/jsonpointer#JSONPointable
-func (x *${type}Ref) JSONLookup(token string) (interface{}, error) {
-	if token == "\$ref" {
-		return x.Ref, nil
-	}
-	ptr, _, err := jsonpointer.GetForToken(x.Value, token)
-	return ptr, err
-}
-EOF
-
-done

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