Human language technologies

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

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Published Date

Publication

MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation

Jiazhan Feng, Qingfeng Sun, Can Xu, Pu Zhao, Yaming Yang, Chongyang Tao, Dongyan Zhao, Qingwei Lin 林庆维

ACL 2023 | July 2023

Publication

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers

Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song

ACL 2023 | July 2023

Publication

On Improving Summarization Factual Consistency from Natural Language Feedback

Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron L Halfaker, Dragomir Radev, Ahmed Awadallah

ACL 2023 | July 2023

Publication

Pre-trained Language Models Can be Fully Zero-Shot Learners

Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li

ACL 2023 | July 2023

Publication

TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu

ACL 2023 | July 2023

Publication

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

Qianhui Wu, Huiqiang Jiang, Haonan Yin, Börje F. Karlsson, Chin-Yew Lin

The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) | July 2023

Publication

Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models

Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi, Radames Cruz Moreno, Hamed Khanpour

ACL 2023 | July 2023

Publication

On Evaluating and Mitigating Gender Biases in Multilingual Settings

Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram

ACL 2023 | July 2023

Project

Publication

A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models

Krithika Ramesh, Arnav Chavan, Shrey Pandit, Sunayana Sitaram

ACL 2023 | July 2023

Project

Publication

Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages

Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh M. Khapra, Pratyush Kumar, Rudra Murthy, Anoop Kunchukuttan

ACL 2023 | July 2023