Human language technologies

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

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Published Date

Publication

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy

Colin Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy

Empirical Methods in Natural Language Processing | October 2021

Project Project

Publication

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance

Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury

EMNLP 2021 | October 2021

Github

Publication

Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

EMNLP 2021 | October 2021

Publication

MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs

Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

EMNLP 2021 | October 2021

Publication

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding

Yingmei Guo, Linjun Shou (寿林钧), Jian Pei, Ming Gong (YIMING), Mingxing Xu, Zhiyong Wu, Daxin Jiang (姜大昕)

EMNLP 2021 | October 2021

Publication

Finetuning Pretrained Transformers into RNNs

Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith

EMNLP 2021 | October 2021

Publication

“The Smartest Decision for My Future”: Social Media Reveals Challenges and Stress During Post-College Life Transition

Crystal Gong, Koustuv Saha, Stevie Chancellor

Proceedings of the ACM on Human-Computer Interaction | October 2021, Vol 5(CSCW2)

Publication

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning

Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang (姜大昕)

October 2021

Publication

Discovering Representation Sprachbund For Multilingual Pre-Training

Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan Awadalla, Houqiang Li, Ming Zhou, Nan Duan

EMNLP 2021 | October 2021

Project

Publication

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

EMNLP 2021 | October 2021