Human language technologies

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

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Published Date

Publication

Pre-training Language Model as a Multi-perspective Course Learner

Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang

ACL 2023 | July 2023

Publication

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

ACL 2023 | July 2023

Publication

Targeted Data Generation: Finding and Fixing Model Weaknesses

Zexue He, Marco Tulio Ribeiro, Fereshte Khani

ACL 2023 | July 2023

Publication

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar

ACL 2023 | July 2023

Publication

TranSFormer: Slow-Fast Transformer for Machine Translation

Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu

ACL 2023 | July 2023

Publication

UMSE: Unified Multi-scenario Summarization Evaluation

Shen Gao, Zhitao Yao, Chongyang Tao, Xiuying Chen, Pengjie Ren, Zhaochun Ren, Zhumin Chen

ACL 2023 | July 2023

Publication

CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin

ACL 2023 | July 2023

Project

Publication

ACL 2023 Multilingual Models Tutorial Slides

Kalika Bali, Monojit Choudhury, Sunayana Sitaram, Barun Patra, Vishrav Chaudhary, Kabir Ahuja

July 2023

Project

Publication

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective

Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang

ACL 2023 | July 2023

Publication

Local Byte Fusion for Neural Machine Translation

Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu

ACL 2023 | July 2023