Human language technologies

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

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Published Date

Publication

MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

Junlong Li, Yiheng Xu, Lei Cui, Furu Wei

ACL 2022 | May 2022

Project

Publication

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev

ACL 2022 | May 2022

Publication

Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation

Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei

ACL 2022 | May 2022

Publication

SyMCoM – Syntactic Measure of Code Mixing A Study Of English-Hindi Code-Mixing

Prashant Kodali, Anmol Goel, Monojit Choudhury, Manish Shrivastava, Ponnurangam Kumaraguru

ACL 2022 | May 2022

Publication

Revisiting the Compositional Generalization Abilities of Neural Sequence Models

Arkil Patel, Satwik Bhattamishra, Phil Blunsom, Navin Goyal

ACL 2022 | May 2022

Publication

Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection

Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni, Elnaz Nouri

ACL 2022 | May 2022

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