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07/09/2019
Multilingual Universal Sentence Encoder for Semantic Retrieval
We introduce two pre-trained retrieval focused multilingual sentence enc...
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06/20/2019
Hierarchical Document Encoder for Parallel Corpus Mining
We explore using multilingual document embeddings for nearest neighbor m...
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02/22/2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax
In this paper, we present an approach to learn multilingual sentence emb...
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10/30/2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model
Neural language models have been shown to achieve an impressive level of...
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07/31/2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings
This paper presents an effective approach for parallel corpus mining usi...
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04/20/2018
Learning Semantic Textual Similarity from Conversations
We present a novel approach to learn representations for sentence-level ...
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03/29/2018
Universal Sentence Encoder
We present models for encoding sentences into embedding vectors that spe...
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05/01/2017
Efficient Natural Language Response Suggestion for Smart Reply
This paper presents a computationally efficient machine-learned method f...
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01/11/2017
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models
Sequence-to-sequence models have been applied to the conversation respon...
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06/01/2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking
We investigate the task of modeling open-domain, multi-turn, unstructure...
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02/19/2016