Human language technologies

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

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Published Date

Publication

Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation

Maximiliana Behnke, Kenneth Heafield

Empirical Methods in Natural Language Processing (EMNLP) 2020 | November 2020

Publication

Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions

Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, M. Afify, Ahmed Tawfik, H. Awadalla

ArXiv | November 2020

Publication

On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages

S. Bhattamishra, Kabir Ahuja, Navin Goyal

Proceedings of the 28th International Conference on Computational Linguistics | November 2020

Publication

FastFormers: Highly Efficient Transformer Models for Natural Language Understanding

Young Jin Kim, Hany Hassan Awadalla

SustaiNLP – EMNLP | November 2020

Project

Publication

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou

Empirical Methods in Natural Language Processing | November 2020

Publication

Quantifying the Contextualization of Word Representations with Semantic Class Probing

Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze

EMNLP – FINDINGS | November 2020

Publication

Substance over Style: Document-Level Targeted Content Transfer

Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

Empirical Methods in Natural Language Processing | November 2020

Publication

A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining

Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang

Empirical Methods in Natural Language Processing (EMNLP) | November 2020

Project

Publication

TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising

Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve

Empirical Methods in Natural Language Processing (EMNLP) | November 2020

Publication

Substance over Style: Document-Level Targeted Content Transfer

Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

Empirical Methods in Natural Language Processing | November 2020