Towards Context-Aware Code Comment Generation. - Xiaohan Yu 005; Quzhe Huang; Zheng Wang 001; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2020)

Exploring Distantly-Labeled Rationales in Neural Network Models. - Quzhe Huang; Shengqi Zhu 002; Yansong Feng 002; Dongyan Zhao 001 (ACL/IJCNLP (1), 2021)

Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. - Quzhe Huang; Shengqi Zhu 002; Yansong Feng 002; Yuan Ye 001; Yuxuan Lai; Dongyan Zhao 001 (ACL/IJCNLP (2), 2021)

Why Machine Reading Comprehension Models Learn Shortcuts? - Yuxuan Lai; Chen Zhang 019; Yansong Feng 002; Quzhe Huang; Dongyan Zhao 001 (ACL/IJCNLP (Findings), 2021)

Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. - Quzhe Huang; Shibo Hao; Yuan Ye 001; Shengqi Zhu 002; Yansong Feng 002; Dongyan Zhao 001 (ACL (1), 2022)

Do Charge Prediction Models Learn Legal Theory? - Zhenwei An; Quzhe Huang; Cong Jiang; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Tao Shen 001; Jiazhan Feng; Quzhe Huang; Dongyan Zhao 001 (EMNLP, 2022)

Knowledge-Enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering. - Haowei Du; Quzhe Huang; Chen Zhang 019; Dongyan Zhao 001 (NLPCC (1), 2022)

More than Classification: A Unified Framework for Event Temporal Relation Extraction. - Quzhe Huang; Yutong Hu 002; Shengqi Zhu 002; Yansong Feng 002; Chang Liu 076; Dongyan Zhao 001 (ACL (1), 2023)

Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Jiazhan Feng; Tao Shen 001; Quzhe Huang; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Relation-Aware Question Answering for Heterogeneous Knowledge Graphs. - Haowei Du; Quzhe Huang; Chen Li; Chen Zhang 019; Yang Li; Dongyan Zhao 001 (EMNLP (Findings), 2023)

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction. - Quzhe Huang; Yanxi Zhang; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Lawyer LLaMA Technical Report. - Quzhe Huang; Mingxu Tao; Zhenwei An; Chen Zhang 019; Cong Jiang; Zhibin Chen; Zirui Wu; Yansong Feng 002 (CoRR, 2023)

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. - Yang Jin; Kun Xu 005; Liwei Chen; Chao Liao; Jianchao Tan; Quzhe Huang; Bin Chen; Chenyi Lei; An Liu; Chengru Song; Xiaoqiang Lei; Di Zhang; et al. (CoRR, 2023)

MC^2: A Multilingual Corpus of Minority Languages in China. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Jiuheng Lin; Zhibin Chen; Yansong Feng 002 (CoRR, 2023)

Harder Task Needs More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (ACL (1), 2024)

MC²: Towards Transparent and Culturally-Aware NLP for Minority Languages in China. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Jiuheng Lin; Zhibin Chen; Yansong Feng 002 (ACL (1), 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representations. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (LREC/COLING, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 020; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (EMNLP (Findings), 2024)

Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding? - Yutong Hu 002; Quzhe Huang; Mingxu Tao; Chen Zhang 019; Yansong Feng 002 (Tiny Papers @ ICLR, 2024)

Can LLMs Learn a New Language on the Fly? A Case Study on Zhuang. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Zhibin Chen; Yansong Feng 002 (Tiny Papers @ ICLR, 2024)

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. - Yang Jin; Kun Xu 005; Kun Xu 005; Liwei Chen; Chao Liao; Jianchao Tan; Quzhe Huang; Bin Chen; Chengru Song; Dai Meng; Di Zhang; Wenwu Ou; et al. (ICLR, 2024)

Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. - Yang Jin; Zhicheng Sun 001; Kun Xu 005; Kun Xu 005; Liwei Chen; Hao Jiang; Quzhe Huang; Chengru Song; Yuliang Liu; Di Zhang; Yang Song 008; Kun Gai; et al. (ICML, 2024)

Only One Relation Possible? Modeling the Ambiguity in Temporal Relation Extraction. - Yutong Hu 002; Quzhe Huang; Yansong Feng 002 (NLPCC (1), 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representation. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (CoRR, 2024)

Harder Tasks Need More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (CoRR, 2024)

What Kinds of Tokens Benefit from Distant Text? An Analysis on Long Context Language Modeling. - Yutong Hu 002; Quzhe Huang; Kangcheng Luo; Yansong Feng 002 (CoRR, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 019; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (CoRR, 2024)

Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction. - Yutong Hu 002; Quzhe Huang; Yansong Feng 002 (CoRR, 2024)

Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation. - Kangcheng Luo; Quzhe Huang; Cong Jiang; Yansong Feng 002 (ACL (1), 2025)

Pyramidal Flow Matching for Efficient Video Generative Modeling. - Yang Jin; Zhicheng Sun 001; Ningyuan Li 002; Kun Xu 005; Hao Jiang; Nan Zhuang; Quzhe Huang; Yang Song 008; Yadong Mu; Zhouchen Lin (ICLR, 2025)

Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation. - Kangcheng Luo; Quzhe Huang; Cong Jiang; Yansong Feng 002 (CoRR, 2025)

JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning. - Huanghai Liu; Quzhe Huang; Qingjing Chen; Yiran Hu; Jiayu Ma; Yun Liu; Weixing Shen; Yansong Feng 002 (CoRR, 2025)