Human language technologies

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

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Published Date

Publication

Toolkit For Building Conversational Understanding Models Using Semantic Graphs

Dilek Hakkani-Tür, Asli Celikyilmaz, Geoffrey Zweig

December 2014

Publication

Keeping Up the Momentum of Innovations

Li Deng

IEEE/ACM Transactions on Audio, Speech, and Language Processing | December 2014

Publication

Spoken Language Understanding Using Long Short-Term Memory Neural Networks

Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, Yangyang Shi

December 2014

Publication

A Discriminative Model Based Entity Dictionary Weighting Approach for Spoken Language Understanding

Xiaohu Liu, Ruhi Sarikaya

December 2014

Publication

Artificial Neural Network Features for Speaker Diarization

Sree Harsha Yella, Andreas Stolcke, Malcolm Slaney

Proc. IEEE Spoken Language Technology Workshop | December 2014

Project

Publication

“ye word kis lang ka hai bhai?” Testing the Limits of Word level Language Identification

Spandana Gella, Kalika Bali, Monojit Choudhury

NLPAI | December 2014

Project

Publication

variable-activation and variable-input deep neural network for robust speech recognition

Rui Zhao, Jinyu Li, Yifan Gong

IEEE SLT workshop | December 2014

Publication

Capturing Divergence in Dependency Trees to Improve Syntactic Projection

Ryan Georgi, Fei Xia, William D. Lewis, Will Lewis

Journal of Language Resources and Evaluation (LRE) | December 2014, Vol 48: pp. 709-739

Publication

MSR KMG at TREC 2014 KBA Track Vital Filtering Task

Jingtian Jiang, Chin-Yew Lin, Yong Rui

MSR-TR-2014-158 | November 2014

Published by Microsoft

Video

Natural Communication about Uncertainties in Situated Interaction

November 12, 2014 | Casey Anderson

Natural Communication about Uncertainties in Situated Interaction – Demo