Fix typos

PiperOrigin-RevId: 191411091
jianshijim · Apr 3, 2018 · 60bf385 · 60bf385
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diff --git a/docs/modules/google/nnlm-de-dim128-with-normalization/1.md b/docs/modules/google/nnlm-de-dim128-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-de-dim128/1.md b/docs/modules/google/nnlm-de-dim128/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-de-dim50-with-normalization/1.md b/docs/modules/google/nnlm-de-dim50-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-de-dim50/1.md b/docs/modules/google/nnlm-de-dim50/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-en-dim128-with-normalization/1.md b/docs/modules/google/nnlm-en-dim128-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-en-dim128/1.md b/docs/modules/google/nnlm-en-dim128/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-en-dim50-with-normalization/1.md b/docs/modules/google/nnlm-en-dim50-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-en-dim50/1.md b/docs/modules/google/nnlm-en-dim50/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-es-dim128-with-normalization/1.md b/docs/modules/google/nnlm-es-dim128-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-es-dim128/1.md b/docs/modules/google/nnlm-es-dim128/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-es-dim50-with-normalization/1.md b/docs/modules/google/nnlm-es-dim50-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-es-dim50/1.md b/docs/modules/google/nnlm-es-dim50/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-ja-dim128-with-normalization/1.md b/docs/modules/google/nnlm-ja-dim128-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-ja-dim128/1.md b/docs/modules/google/nnlm-ja-dim128/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-ja-dim50-with-normalization/1.md b/docs/modules/google/nnlm-ja-dim50-with-normalization/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **removing punctuation and splitting on spa
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.
diff --git a/docs/modules/google/nnlm-ja-dim50/1.md b/docs/modules/google/nnlm-ja-dim50/1.md
@@ -25,5 +25,5 @@ The module preprocesses its input by **splitting on spaces**.
 
 #### Out of vocabulary tokens
 Small fraction of the least frequent tokens and embeddings (~2.5%) are
-**replaced by hash buckets**. Each has bucket is initialized using the remaining
+**replaced by hash buckets**. Each hash bucket is initialized using the remaining
 embedding vectors that hash to the same bucket.