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 USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis Zepeng Zhai, Hao Chen, Ruifan Li, Xiaojie Wang 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 Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger 2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023 Project