James Y. Huang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Semantically Meaningful

Natural Language Understanding

Parameter Tuning

Top Venues

Publications

James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
Offset Unlearning for Large Language Models. CoRR (2024)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. CoRR (2024)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. ACL (Findings) (2024)
James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchoff, Dan Roth
DeAL: Decoding-time Alignment for Large Language Models. CoRR (2024)
Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR (2024)
Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR (2024)
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP (2023)
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) (2023)
Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
Parameter-Efficient Tuning with Special Token Adaptation. EACL (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR (2023)
James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen
Unified Semantic Typing with Meaningful Label Inference. CoRR (2022)
James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen
Unified Semantic Typing with Meaningful Label Inference. NAACL-HLT (2022)
Xiaoocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
Parameter-Efficient Tuning with Special Token Adaptation. CoRR (2022)
James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models. NAACL-HLT (2021)
James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models. CoRR (2021)