Papers
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
Menglong Cui, Pengzhi Gao, Wei Liu et al.
CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs
Amey Hengle, Aswini Kumar Padhi, Anil Bandhakavi et al.
Token-based Decision Criteria Are Suboptimal in In-context Learning
Hakaze Cho, Yoshihiro Sakai, Mariko Kato et al.
Query-focused Referentiability Learning for Zero-shot Retrieval
Jaeyoung Kim, Dohyeon Lee, Seung-won Hwang
Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization
Nihed Bendahman, Karen Pinel-Sauvagnat, Gilles Hubert et al.
High-Dimension Human Value Representation in Large Language Models
Samuel Cahyawijaya, Delong Chen, Yejin Bang et al.
My LLM might Mimic AAE - But When Should It?
Sandra Camille Sandoval, Christabel Acquaye, Kwesi Adu Cobbina et al.
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
Hao Li, Chenghao Yang, An Zhang et al.
DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation
Jingwei Ni, Tobias Schimanski, Meihong Lin et al.
Exploiting Edited Large Language Models as General Scientific Optimizers
Qitan Lv, Tianyu Liu, Hong Wang
Exploring the Potential of Large Language Models for Heterophilic Graphs
Yuxia Wu, Shujie Li, Yuan Fang et al.
Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation
Hoang Pham, Thanh-Do Nguyen, Khac-Hoai Nam Bui
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models
Amey Hengle, Prasoon Bajpai, Soham Dan et al.
On the Vulnerability of Text Sanitization
Meng Tong, Kejiang Chen, Xiaojian Yuan et al.
MoDification: Mixture of Depths Made Easy
Chen Zhang, Meizhi Zhong, Qimeng Wang et al.
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
Yu Zhao, Alessio Devoto, Giwon Hong et al.
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
Yakun Zhu, Shaohang Wei, Xu Wang et al.
Are We Done with MMLU?
Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong et al.
VisCGEC: Benchmarking the Visual Chinese Grammatical Error Correction
Xiaoman Wang, Dan Yuan, Xin Liu et al.
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction
Dongming Sheng, Kexin Han, Hao Li et al.
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction
Lu Yang, Jiajia Li, En Ci et al.
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data
Deren Lei, Yaxi Li, Siyao Li et al.
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
Xinyi Mou, Jingcong Liang, Jiayu Lin et al.
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
Wentao Ge, Shunian Chen, Hardy Chen et al.