Human language technologies

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

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Published Date

Publication

Functions of Code-Switching in Tweets: An Annotation Scheme and Some Initial Experiments

Rafiya Begum, Kalika Bali, Monojit Choudhury, Koustav Rudra, Niloy Ganguly

LREC | May 2016

Project

Publication

Score-based inverse reinforcement learning

Layla El Asri, Bilal Piot, Matthieu Geist, Romain Laroche, Olivier Pietquin

Proceedings of AAMAS | May 2016

Publication

Program Synthesis Using Natural Language

Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy

ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016

Project

Publication

Table Cell Search for Question Answering

Huan Sun, Hao Ma, Xiaodong He, Scott Wen-tau Yih, Yu Su, Xifeng Yan

Proceedings of the companion publication of the 25th international conference on World Wide Web | April 2016

Publication

Speaker-aware Training of LSTM-RNNS for Acoustic Modelling

Tian Tan, Yanmin Qian, Dong Yu, Souvik Kundu, Liang Lu, Khe Chai SIM, Xiong Xiao, Yu Zhang

April 2016

Publication

Multimodal Learning for Image Captioning and Visual Question Answering (talk at UC Berkeley, BVLC)

Xiaodong He

MSR-TR-2016-16 | April 2016

Publication

Prediction-Adaption-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition

Yu Zhang, Ekapol Chuangsuwanich, James Glass, Dong Yu

April 2016

Publication

Integrated Adaptation with Multi-Factor Joint-Learning for Far-field Speech Recognition

Yanmin Qian, Tian Tan, Dong Yu, Yu Zhang

April 2016

Publication

The Dialog State Tracking Challenge Series: A Review

Jason Williams, Antoine Raux, Matthew Henderson

Dialogue & Discourse | April 2016

Project Project

Publication

Highway Long Short-term Memory RNNS for Distant Speech Recognition

Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James Glass

April 2016