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diff --git a/google/cloud/automl/v1beta1/translation.proto b/google/cloud/automl/v1beta1/translation.proto
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+// Copyright 2018 Google LLC.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+
+syntax = "proto3";
+
+package google.cloud.automl.v1beta1;
+
+import "google/api/annotations.proto";
+import "google/cloud/automl/v1beta1/data_items.proto";
+
+option go_package = "google.golang.org/genproto/googleapis/cloud/automl/v1beta1;automl";
+option java_multiple_files = true;
+option java_outer_classname = "TranslationProto";
+option java_package = "com.google.cloud.automl.v1beta1";
+option php_namespace = "Google\\Cloud\\AutoMl\\V1beta1";
+
+
+// Dataset metadata that is specific to translation.
+message TranslationDatasetMetadata {
+  // Required. The BCP-47 language code of the source language.
+  string source_language_code = 1;
+
+  // Required. The BCP-47 language code of the target language.
+  string target_language_code = 2;
+}
+
+// Evaluation metrics for the dataset.
+message TranslationEvaluationMetrics {
+  // Output only. BLEU score.
+  double bleu_score = 1;
+
+  // Output only. BLEU score for base model.
+  double base_bleu_score = 2;
+}
+
+// Model metadata that is specific to translation.
+message TranslationModelMetadata {
+  // The resource name of the model to use as a baseline to train the custom
+  // model. If unset, we use the default base model provided by Google
+  // Translate. Format:
+  // `projects/{project_id}/locations/{location_id}/models/{model_id}`
+  string base_model = 1;
+
+  // Output only. Inferred from the dataset.
+  // The source languge (The BCP-47 language code) that is used for training.
+  string source_language_code = 2;
+
+  // Output only. The target languge (The BCP-47 language code) that is used for
+  // training.
+  string target_language_code = 3;
+}
+
+// Annotation details specific to translation.
+message TranslationAnnotation {
+  // Output only . The translated content.
+  TextSnippet translated_content = 1;
+}