Human language technologies

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

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Published Date

Publication

Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue

Chenguang Zhu, Michael Zeng, Xuedong Huang

Empirical Methods in Natural Language Processing (EMNLP) | November 2019

Publication

CoSSAT: Code-Switched Speech Annotation Tool

Sanket Shah, Pratik Joshi, Sunayana Sitaram (susitara), Sebastin Santy

EMNLP AnnoNLP workshop | November 2019

Project

Publication

Overview of the TREC 2019 Fair Ranking Track

Asia J. Biega, Fernando Diaz, Michael D. Ekstrand, Sebastian Kohlmeier

TREC 2019 | November 2019

Publication

Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios

Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni

23rd Conference on Computational Natural Language Learning (CoNLL) | November 2019

Publication

DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, JJ (Jingjing) Liu, Bill Dolan

arXiv:1911.00536 | November 2019

Project Project

Publication

Parameter-free Sentence Embedding via Orthogonal Basis

Ziyi Yang, Chenguang Zhu, Weizhu Chen

Empirical Methods in Natural Language Processing (EMNLP) | November 2019

Tool

A State-of-the-Art Large-scale Pretrained Response generation model (DialoGPT)

This repository contains the source code and trained model for a large-scale pretrained dialogue response generation model. The human evaluation results (opens in new tab) indicate that the response generated from DialoGPT is comparable to human…

GitHub

Publication

End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation

Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka

October 2019

arXiv:1910.14104 | October 2019

Project

Publication

Discourse-Aware Neural Extractive Model for Text Summarization.

Jiacheng Xu, Zhe Gan, Yu Cheng, Jingjing Liu

58th Annual Meeting of Association for Computational Linguistics (ACL 2020) | October 2019

Publication

Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective

Danielle Bragg, Oscar Koller, Mary Bellard, Larwan Berke, Patrick Boudrealt, Annelies Braffort, Naomi Caselli, Matt Huenerfauth, Hernisa Kacorri, Tessa Verhoef, Christian Vogler, Meredith Ringel Morris

ASSETS 2019 | October 2019

Best Paper Award

Project Project