Publications
A collection of my research work.
Showing 23 papers
The Tool Illusion: Rethinking Tool Use in Web Agents
Renze Lou, Baolin Peng, Wenlin Yao, Qianhui Wu, Hao Cheng, et al.
Bridging the Know-Act Gap via Task-Level Autoregressive Reasoning
Jihyun Janice Ahn, Ryo Kamoi, Berk Atil, Renze Lou, WonWoo Kang, et al.
AAAR-1.0: Assessing AI's Potential to Assist Research
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, et al.
Chain-of-scrutiny: Detecting backdoor attacks for large language models
Xi Li, Ruofan Mao, Yusen Zhang, Renze Lou, Chen Wu, et al.
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?
Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, et al.
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges
Zhihan Zhang, Renze Lou, Fangkai Jiao, Wenpeng Yin, Meng Jiang
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, et al.
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, et al.
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Conflicts
Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
UMIE: Unified Multimodal Information Extraction with Instruction Tuning
Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou
Forget Demonstrations, Focus on Learning from Textual Instructions
Renze Lou, Wenpeng Yin
Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning
Renze Lou, Kai Zhang, Wenpeng Yin
Large language models for mathematical reasoning: Progresses and challenges
Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, et al.
LLMs assist NLP researchers: Critique paper (meta-) reviewing
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, et al.
Evaluating LLMs at Detecting Errors in LLM Responses
Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, et al.
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh RN, Tian Lan, Lei Li, Renze Lou, et al.
Llms' classification performance is overclaimed
Hanzi Xu, Renze Lou, Jiangshu Du, Vahid Mahzoon, Elmira Talebianaraki, et al.
Page: A position-aware graph-based model for emotion cause entailment in conversation
Xiaojie Gu, Renze Lou, Lin Sun, Shangxin Li
Improving English-Arabic transliteration with phonemic memories
Yuanhe Tian, Renze Lou, Xiangyu Pang, Lianxi Wang, Shengyi Jiang, et al.
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks
Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi
MORE: A Metric Learning Based Framework for Open-Domain Relation Extraction
Renze Lou, Yutong Wang, Kai Zhang, Maoyan Chen, Yujiu Yang
A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss
Renze Lou, Fan Zhang, Xiaowei Zhou, Yutong Wang, Minghui Wu, et al.
GradTS: A gradient-based automatic auxiliary task selection method based on transformer networks
Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi