Human language technologies

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

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公開日

CaM-Gen: Causally-aware Metric-guided Text Generation

Navita Goyal, Roodram Paneri, Ayush Agarwal, Udit Kalani, Abhilasha Sancheti, Niyati Chhaya

ACL 2022 | May 2022

公開日

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction

Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang

ICASSP 2022 | May 2022

公開日

DICT-BERT: Enhancing Language Model Pre-Training with Dictionary

Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang

ACL 2022 | May 2022

公開日

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

プロジェクト

公開日

Unsupervised Dependency Graph Network

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

ACL 2022 | May 2022

公開日

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

公開日

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

公開日

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

公開日

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

公開日

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

Canwen Xu, Daya Guo, Nan Duan, Julian McAuley

ACL 2022 | May 2022