Papers
Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
Tianmi Ma, Jiawei Du, Wenxin Huang et al.
Fact Verification on Knowledge Graph via Programmatic Graph Reasoning
Yuanzhen Hao, Desheng Wu
The “r” in “woman” stands for rights. Auditing LLMs in Uncovering Social Dynamics in Implicit Misogyny
Arianna Muti, Chris Emmery, Debora Nozza et al.
GASE: Generatively Augmented Sentence Encoding
Manuel Frank, Haithem Afli
ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation
Soohyeong Kim, Seok Jun Hwang, JungHyoun Kim et al.
SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning
Yanwen Huang, Yao Liu, Qiao Liu et al.
TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain
Zhenpeng Gao, Xiaofen Xing, Xiangmin Xu
Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More
Baiqiao Zhang, Zhifeng Liao, Xiangxian Li et al.
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse
Shijia Zhou, Siyao Peng, Simon M. Luebke et al.
Revealing the Inherent Instructability of Pre-Trained Language Models
Seokhyun An, Minji Kim, Hyounghun Kim
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation
Xinyi Mou, Chen Qian, Wei Liu et al.
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
Sagiv Antebi, Edan Habler, Asaf Shabtai et al.
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability
Xiaoya Lu, Dongrui Liu, Yi Yu et al.
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation
Shiwen Zhang, Lingxiang Wang, Hainan Zhang et al.
LexTime: A Benchmark for Temporal Ordering of Legal Events
Claire Barale, Leslie Barrett, Vikram Sunil Bajaj et al.
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
Nguyen Manh Hieu, Vu Lam Anh, Hung Pham Van et al.
ThinkSwitcher: When to Think Hard, When to Think Fast
Guosheng Liang, Longguang Zhong, Ziyi Yang et al.
Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding
Yuxuan Zhang, Yangfu Zhu, Haorui Wang et al.
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
Minda Hu, Tianqing Fang, Jianshu Zhang et al.
Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action
Tongyoung Kim, Jeongeun Lee, SooJin Yoon et al.
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation
Yihan Jiao, Zhehao Tan, Dan Yang et al.
CoRanking: Collaborative Ranking with Small and Large Ranking Agents
Wenhan Liu, Xinyu Ma, Yutao Zhu et al.
GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs
Xuebing Liu, Shanbao Qiao, Seung-Hoon Na
An Empirical Study of Position Bias in Modern Information Retrieval
Ziyang Zeng, Dun Zhang, Jiacheng Li et al.
Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework
Haoyu Ma, Qinliang Su, Minhua Huang et al.