Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks. - Weicheng Ma; Kai Zhang 033; Renze Lou; Lili Wang; Soroush Vosoughi (ACL/IJCNLP (1), 2021)

A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss. - Renze Lou; Fan Zhang; Xiaowei Zhou; Yutong Wang; Minghui Wu; Lin Sun (CCL, 2021)

GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks. - Weicheng Ma; Renze Lou; Kai Zhang 033; Lili Wang; Soroush Vosoughi (EMNLP (1), 2021)

More: A Metric Learning Based Framework for Open-Domain Relation Extraction. - Yutong Wang; Renze Lou; Kai Zhang 033; Mao Yan Chen; Yujiu Yang (ICASSP, 2021)

Improving English-Arabic Transliteration with Phonemic Memories. - Yuanhe Tian; Renze Lou; Xiangyu Pang; Lianxi Wang 001; Shengyi Jiang; Yan Song 003 (EMNLP (Findings), 2022)

PAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation. - Xiaojie Gu; Renze Lou; Lin Sun; Shangxin Li (ICASSP, 2023)

Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning. - Renze Lou; Kai Zhang 033; Wenpeng Yin 001 (CoRR, 2023)

Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes. - Jian Xie; Kai Zhang 033; Jiangjie Chen; Renze Lou; Yu Su 001 (CoRR, 2023)

Forget Demonstrations, Focus on Learning from Textual Instructions. - Renze Lou; Wenpeng Yin 001 (CoRR, 2023)

UMIE: Unified Multimodal Information Extraction with Instruction Tuning. - Lin Sun 006; Kai Zhang 033; Qingyuan Li; Renze Lou (AAAI, 2024)

Large Language Models for Mathematical Reasoning: Progresses and Challenges. - Janice Ahn; Rishu Verma; Renze Lou; Di Liu; Rui Zhang 037; Wenpeng Yin 001 (EACL (Student Research Workshop), 2024)

Toward Zero-Shot Instruction Following. - Renze Lou; Wenpeng Yin 001 (EACL (Student Research Workshop), 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Zhang 004; Vipul Gupta; et al. (EMNLP, 2024)

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. - Renze Lou; Kai Zhang 033; Jian Xie; Yuxuan Sun 002; Janice Ahn; Hanzi Xu; Yu Su 001; Wenpeng Yin 001 (ICLR, 2024)

Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts. - Jian Xie; Kai Zhang 033; Jiangjie Chen; Renze Lou; Yu Su 001 (ICLR, 2024)

TravelPlanner: A Benchmark for Real-World Planning with Language Agents. - Jian Xie; Kai Zhang 033; Jiangjie Chen; Tinghui Zhu; Renze Lou; Yuandong Tian; Yanghua Xiao; Yu Su 001 (ICML, 2024)

Large Language Model Instruction Following: A Survey of Progresses and Challenges. - Renze Lou; Kai Zhang 033; Wenpeng Yin 001 (Comput. Linguistics, 2024)

Evaluating LLMs at Detecting Errors in LLM Responses. - Ryo Kamoi; Sarkar Snigdha Sarathi Das; Renze Lou; Jihyun Janice Ahn; Yilun Zhao 001; Xiaoxin Lu; Nan Zhang; Yusen Zhang 001; Ranran Haoran Zhang; Sujeeth Reddy Vummanthala; Salika Dave; Shaobo Qin; et al. (CoRR, 2024)

Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models. - Xi Li; Yusen Zhang; Renze Lou; Chen Wu; Jiaqi Wang (CoRR, 2024)

LLMs' Classification Performance is Overclaimed. - Hanzi Xu; Renze Lou; Jiangshu Du; Vahid Mahzoon; Elmira Talebianaraki; Zhuoan Zhou; Elizabeth Garrison; Slobodan Vucetic; Wenpeng Yin 001 (CoRR, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Ranran Zhang; Vipul Gupta; et al. (CoRR, 2024)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh Murthy; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (CoRR, 2024)

AAAR-1.0: Assessing AI's Potential to Assist Research. - Renze Lou; Hanzi Xu; Sijia Wang; Jiangshu Du; Ryo Kamoi; Xiaoxin Lu; Jian Xie; Yuxuan Sun 002; Yusen Zhang 001; Jihyun Janice Ahn; Hongchao Fang; Zhuoyang Zou; et al. (CoRR, 2024)

Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models. - Xi Li; Ruofan Mao; Yusen Zhang; Renze Lou; Chen Wu; Jiaqi Wang (ACL (Findings), 2025)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh R. N.; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (ICLR, 2025)

HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? - Yusen Zhang 001; Wenliang Zheng; Aashrith Madasu; Peng Shi 010; Ryo Kamoi; Hao Zhou; Zhuoyang Zou; Shu Zhao; Sarkar Snigdha Sarathi Das; Vipul Gupta; Xiaoxin Lu; Nan Zhang; et al. (CoRR, 2025)