Human language technologies

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

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Published Date

Publication

ReACC: A Retrieval-Augmented Code Completion Framework

Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy

ACL 2022 | May 2022

Project

Publication

On Efficiently Acquiring Annotations for Multilingual Models

Joel Ruben Antony Moniz, Barun Patra, Matthew R. Gormley

ACL 2022 | May 2022

Publication

OCR Improves Machine Translation for Low-Resource Languages

Oana Ignat, Jean Maillard, Vishrav Chaudhary, Francisco Guzmán

ACL 2022 | May 2022

Publication

Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization

Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei

ACL 2022 | May 2022

Publication

Multilingual Molecular Representation Learning via Contrastive Pre-training

Zhihui Guo, Pramod Sharma, Andy Martinez, Liang Du, Robin Abraham

ACL 2022 | May 2022

Publication

Finding the Dominant Winning Ticket in Pre-Trained Language Models

Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan

ACL 2022 | May 2022

Publication

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation

Wei Chen, Yeyun Gong, Song Wang, Bolun Yao, Weizhen Qi, Zhongyu Wei, Xiaowu Hu, Bartuer Zhou, Yi Mao, Weizhu Chen, Biao Cheng, Nan Duan

ACL 2022 | May 2022

Publication

Computational historical linguistics and language diversity in South Asia

Aryaman Arora, Adam Farris, Samopriya Basu, Suresh Kolichala

ACL 2022 | May 2022

Publication

Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation

Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li

ACL 2022 | May 2022

Publication

Attention Temperature Matters in Abstractive Summarization Distillation

Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei

ACL 2022 | May 2022