• Temporal Knowledge Graph Reasoning based on Hierarchical Historical Contrastive Learning Hongyan Zhao, Weiqiang Yuan, Gaimei Gao [Link]
• How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao [Link]
• Repoformer: Selective Retrieval for Repository-Level Code Completion Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma [Link]
• KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Ningyu Zhang, Shiwei Lyu, YUE SHEN, Lei Liang, Jinjie GU, Huajun Chen [Link]
• GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson [Link]
• Distilling Event Sequence Knowledge From Large Language Models Somin Wadhwa, Oktie Hassanzadeh, Debarun Bhattacharjya, Ken Barker, Jian Ni [Link]
• Automated Focused Feedback Generation for Scientific Writing Assistance Eric Chamoun, Michael Sejr Schlichtkrull, Andreas Vlachos [Link]
• FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document Joonho Yang, Seunghyun Yoon, ByeongJeong Kim, Hwanhee Lee [Link]
• DiffuCOMET: Contextual Commonsense Knowledge Diffusion Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut [Link]
• KaPQA: Knowledge-Augmented Product Question-Answering Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt [Link]
• Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang [Link]
• Collecting High-quality Multi-modal Conversational Search Data for E-Commerce Marcus D. Collins, Oleg Rokhlenko, Eugene Agichtein, Shervin Malmasi [Link]
• PairDistill: Pairwise Relevance Distillation for Dense Retrieval Chao-Wei Huang, Yun-Nung Chen [Link]
• Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations Cheng-Han Chiang, Hung-yi Lee [Link]
• Reference-free Medical Multi-document Summary Evaluation Metric via Contrastive Learning Jimin Lee, Hwanhee Lee [Link]
• Agent Planning with World Knowledge Model Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen [Link]
• Editing Conceptual Knowledge for Large Language Models Xiaohan Wang, Shengyu Mao, Shumin Deng, Yunzhi Yao, YUE SHEN, Lei Liang, Jinjie GU, Huajun Chen, Ningyu Zhang [Link]
• Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation Yuxin Liang, Zhuoyang Song, Hao Wang, Jiaxing Zhang [Link]
• Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages Hibiki Yokoyama, Rikuto Tsuchida, Kosei Buma, Sho Miyakawa, Takehito Utsuro, Masaharu Yoshioka [Link]
• How Well Do Large Language Models Truly Ground? Hyunji Lee, Doyoung Kim, Se June Joo, Chaeeun Kim, Joel Jang, Kyoung-Woon On, Minjoon Seo [Link]
• Model Editing at Scale leads to Gradual and Catastrophic Forgetting Akshat Gupta, Anurag Rao, Gopala Anumanchipalli [Link]
• Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han [Link]
• DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation Taeho Hwang, Soyeong Jeong, Sukmin Cho, SeungYoon Han, Jong C. Park [Link]
• LangBridge: Multilingual Reasoning Without Multilingual Supervision Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo [Link]
• KTRL+F: Knowledge-Augmented In-Document Search Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo [Link]
• Metric-Based In-context Learning: A Case Study in Text Simplification Subhadra Vadlamannati, Gözde Gül Şahin [Link]
• A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos, Georgios Moschovis, Ion Androutsopoulos [Link]
• R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL Yuhang Zhou, Yu He, Siyu Tian, Guangnan Ye [Link]
• INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models Hanseok Oh, Hyunji Lee, Seonghyeon Ye, Haebin Shin, Hansol Jang, ChangWook Jun, Minjoon Seo [Link]
• Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning SeongIl Park, Seungwoo Choi, Nahyun Kim, Jay-Yoon Lee [Link]