Human language technologies

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

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Published Date

Publication

UniDrop: A Simple Yet Effective Technique to Improve Transformer without Extra Cost

Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu

April 2021

arXiv | April 2021

Publication

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein

Empirical Methods in Natural Language Processing | April 2021

Publication

GCM: A Toolkit for Generating Synthetic Code-mixed Text

Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram

Conference of the European Chapter of the Association for Computational Linguistics | April 2021

Project

Publication

BERTologiCoMix: How does Code-Mixing interact with Multilingual BERT?

Sebastin Santy, Anirudh Srinivasan, Monojit Choudhury

AdaptNLP EACL 2021 | April 2021

Project

Publication

A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist

Shaily Bhatt, Rahul Jain, Sandipan Dandapat, Sunayana Sitaram

Workshop on Human Evaluation of NLP Systems | April 2021

Project

Publication

Streaming end-to-end multi-talker speech recognition

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

IEEE Signal Processing Letter | April 2021, Vol 28

Publication

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei

April 2021

Project

Publication

AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization

Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz

EACL | April 2021

Publication

Reading and Acting While Blindfolded: The Need for Semantics in Text Game Agents

Shunyu Yao, Karthik Narasimhan, Matthew Hausknecht

NAACL 2021 | March 2021

Github

Publication

Token-wise Curriculum Learning for Neural Machine Translation

Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao, Tuo Zhao

Empirical Methods in Natural Language Processing | March 2021