Renze Lou

According to our database, Renze Lou authored at least 22 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin

CoRR, 2024

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.

Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong

CoRR, 2024

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.

Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin

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

CoRR, 2024

Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models.

Xi Li, Yusen Zhang, Renze Lou, Chen Wu, Jiaqi Wang

CoRR, 2024

Evaluating LLMs at Detecting Errors in LLM Responses.

Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang

CoRR, 2024

TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.

Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.

Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.

Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Toward Zero-Shot Instruction Following.

Renze Lou, Wenpeng Yin

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Large Language Models for Mathematical Reasoning: Progresses and Challenges.

Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

UMIE: Unified Multimodal Information Extraction with Instruction Tuning.

Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Forget Demonstrations, Focus on Learning from Textual Instructions.

Renze Lou, Wenpeng Yin

CoRR, 2023

Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes.

Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su

CoRR, 2023

Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning.

Renze Lou, Kai Zhang, Wenpeng Yin

CoRR, 2023

PAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation.

Xiaojie Gu, Renze Lou, Lin Sun, Shangxin Li

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Improving English-Arabic Transliteration with Phonemic Memories.

Yuanhe Tian, Renze Lou, Xiangyu Pang, Lianxi Wang, Shengyi Jiang, Yan Song

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

More: A Metric Learning Based Framework for Open-Domain Relation Extraction.

Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang

Proceedings of the IEEE International Conference on Acoustics, 2021

GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.

Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks.

Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021