Human language technologies

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

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Published Date

Publication

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding

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

ACL 2022 | May 2022

Project

Publication

Unsupervised Dependency Graph Network

Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou, Aaron Courville

ACL 2022 | May 2022

Publication

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation

Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou

ACL 2022 | May 2022

Publication

StableMoE: Stable Routing Strategy for Mixture of Experts

Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei

ACL 2022 | May 2022

Publication

ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation

Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan

May 2022

Publication

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue

Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson

May 2022

Outstanding Paper Award

Publication

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Canwen Xu, Daya Guo, Nan Duan, Julian McAuley

ACL 2022 | May 2022

Publication

Coherence boosting: When your pretrained language model is not paying enough attention

Nikolay Malkin, Zhen Wang, Nebojsa Jojic

ACL 2022 | May 2022

Publication

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages

Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Meza-Ruiz, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando Coto-Solano, Thang Vu, Katharina Kann

ACL 2022 | May 2022

Publication

Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection

Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian McAuley

ACL 2022 | May 2022