Multilingual Universal Sentence Encoder for Semantic Retrieval

Yinfei Yang, Daniel Cer, Amin Ahmad +9

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan +6

Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models

Louis Shao, Stephan Gouws, Denny Britz +3

Conversational Contextual Cues: The Case of Personalization and History for Response Ranking

Rami Al-Rfou, Marc Pickett, Javier Snaider +3

Universal Sentence Encoder

Daniel Cer, Yinfei Yang, Sheng-yi Kong +10

Effective Parallel Corpus Mining using Bilingual Sentence Embeddings

Mandy Guo, Qinlan Shen, Yinfei Yang +8

Efficient Natural Language Response Suggestion for Smart Reply

Matthew Henderson, Rami Al-Rfou, Brian Strope +6

Learning Semantic Textual Similarity from Conversations

Yinfei Yang, Steve Yuan, Daniel Cer +7

Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model

Muthuraman Chidambaram, Yinfei Yang, Daniel Cer +4

The paper proposes a dual‑encoder model to learn cross‑lingual sentence representations that enable transfer from English to other languages, and evaluates these embeddings on mono…

Hierarchical Document Encoder for Parallel Corpus Mining

Mandy Guo, Yinfei Yang, Keith Stevens +5

Contextual LSTM (CLSTM) models for Large scale NLP tasks

Shalini Ghosh, Oriol Vinyals, Brian Strope +3