Human language technologies

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

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Published Date

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

Access

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

Project

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

Publication

A Relation-Centric View of Semantic Representation Learning

Sujay Kumar Jauhar

August 2017

PhD Thesis: Carnegie Mellon University | August 2017

Publication

Speech Synthesis for Mixed-Language Navigation Instructions

Khythiraghavi Chandu, Sai Krishna Rallabandi, Sunayana Sitaram, Alan W Black

Interspeech 2017 | August 2017

Project