Yijia Shao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 22

Top Topics

Data Analysis Tasks

Incremental Learning

Top Venues

Publications

Eric Zelikman, Georges Harik, Yijia Shao, Varuna Jayasiri, Nick Haber, Noah D. Goodman
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking. CoRR (2024)
Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models. NAACL-HLT (2024)
Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models. CoRR (2024)
Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Michael S. Bernstein, Diyi Yang
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback. CoRR (2024)
Haowei Lin, Yijia Shao, Weinan Qian, Ningxin Pan, Yiduo Guo, Bing Liu
Class Incremental Learning via Likelihood Ratio Based Task Prediction. ICLR (2024)
Zixuan Ke, Yijia Shao, Haowei Lin, Tatsuya Konishi, Gyuhak Kim, Bing Liu
Continual Pre-training of Language Models. ICLR (2023)
Zixuan Ke, Yijia Shao, Haowei Lin, Tatsuya Konishi, Gyuhak Kim, Bing Liu
Continual Learning of Language Models. CoRR (2023)
Yijia Shao, Yiduo Guo, Dongyan Zhao, Bing Liu
Class-Incremental Learning based on Label Generation. ACL (2) (2023)
Haowei Lin, Yijia Shao, Weinan Qian, Ningxin Pan, Yiduo Guo, Bing Liu
Class Incremental Learning via Likelihood Ratio Based Task Prediction. CoRR (2023)
Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu
Adapting a Language Model While Preserving its General Knowledge. CoRR (2023)
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. CoRR (2023)
Yijia Shao, Yiduo Guo, Dongyan Zhao, Bing Liu
Class-Incremental Learning based on Label Generation. CoRR (2023)
Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks. ACL (Findings) (2023)
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. ACL (1) (2023)
Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training. CoRR (2022)
Mengyu Wang, Yijia Shao, Haowei Lin, Wenpeng Hu, Bing Liu
CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection. ECML/PKDD (4) (2022)
Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information. CoRR (2022)
Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu
Continual Training of Language Models for Few-Shot Learning. CoRR (2022)
Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu
Continual Training of Language Models for Few-Shot Learning. EMNLP (2022)
Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. CoRR (2022)
Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. EMNLP (2022)
Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu
Adapting a Language Model While Preserving its General Knowledge. EMNLP (2022)