Human language technologies

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

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Published Date

Publication

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces

Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya

October 2014

Project

Publication

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction

Kai-Wei Chang, Scott Wen-tau Yih, Bishan Yang, Chris Meek

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing | October 2014

Publication

Knowledge Graph and Text Jointly Embedding

Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen

2014 Empirical Methods in Natural Language Processing | September 2014

Publication

Shrinkage Based Features for Slot Tagging with Conditional Random Fields

Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong

ISCA International Speech Communication Association | September 2014

Publication

Rapidly Building Domain-Specific Entity-Centric Language Models Using Semantic Web Knowledge Sources

Murat Akbacak, Dilek Hakkani-Tür, Gokhan Tur

Proceedings of Interspeech | September 2014

Project Project

Publication

Incremental Dialog Processing in a Task-Oriented Dialog

Fabrizio Ghigi, Maxine Eskenazi, M. Ines Torres, Sungjin Lee

Interspeech 2014, Singapore | September 2014

Publication

A Random Walk based Model for Identifying Semantic Orientation

Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev

Computational Linguistics | September 2014

Publication

An Overview of Microsoft Deep QA System on Stanford WebQuestions Benchmark

Zhenghao Wang, Shengquan Yan, Huaming Wang, Xuedong Huang

MSR-TR-2014-121 | September 2014

Publication

Deep Neural Network for Automatic Speech Recognition: from the Industry’s View

Jinyu Li

September 2014

Publication

Chapter 3: Hidden Markov Models and the Variants

Li Deng, Dong Yu

Automatic Speech Recognition — A Deep Learning Approach | Published by Springer | 2014