Papers
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.
Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs
Quoc-An Nguyen, Xuan-Hung Le, Thi-Minh-Thu Vu et al.
Krikri: Advancing Open Large Language Models for Greek
Dimitris Roussis, Leon Voukoutis, Georgios Paraskevopoulos et al.
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?
Xi Ai, Mahardika Krisna Ihsani, Min-Yen Kan
Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
Sheng Liu, Qiang Sheng, Danding Wang et al.
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding
Wenbin Hua, Rui Fan, Tingting He et al.
Watermark Smoothing Attacks against Language Models
Hongyan Chang, Hamed Hassani, Reza Shokri
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
Ming Zhang, Yujiong Shen, Zelin Li et al.
DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings
Bofan Wei, Hongyuan Xu, Yuhang Niu et al.
Knowledge Graph-Driven Memory Editing with Directional Interventions
Jinhu Fu, Kun Wang, Chongye Guo et al.