Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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Date de publication

Publication

An Insight Extraction System on BioMedical Literature with Deep Neural Networks

Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen W. White, Jimmy Lin

Conference on Empirical Methods in Natural Language Processing (EMNLP) | September 2017

Publication

Identifying Semantically Deviating Outlier Documents

Honglei Zhuang, Chi Wang, Fangbo Tao, Lance Kaplan, Jiawei Han

Proceeding of 2017 Conference on Empirical Methods in Natural Language Processing | September 2017

Publication

Learning Generic Sentence Representations Using Convolutional Neural Networks

Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin

EMNLP 2017 | September 2017

Publication

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Li, Kam-Fai Wong

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing | September 2017

Publication

Experiments in character-level neural network models for punctuation

William Gale, Sarangarajan Parthasarathy

Interspeech 2017 | September 2017

Publication

Filling the Blanks (hint: plural noun) for Mad Libs Humor

Nabil Hossain, John Krumm, Lucy Vanderwende, Eric Horvitz, Henry Kautz

EMNLP 2017 | September 2017

Accès

Publication

Learning Fine-Grained Expressions to Solve Math Word Problems

Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin

Empirical Methods in Natural Language Processing | September 2017

Projet

Publication

Large-Scale Domain Adaptation via Teacher-Student Learning

Jinyu Li, Michael Seltzer, Xi Wang, Rui Zhao, Yifan Gong

Interspeech | August 2017

Publication

Improving mask learning based speech enhancement system with restoration layers and residual connection

Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong

Interspeech | August 2017

Publication

Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds

Michael Levit, Yan Huang, Shawn Chang, Yifan Gong

Interspeech | August 2017