Papers
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective
Zhihao Zhang, Sophia Yat Mei Lee, Dong Zhang et al.
Path-enhanced Pre-trained Language Model for Knowledge Graph Completion
Hao Wang, Dandan Song, Zhijing Wu et al.
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
Yulin Chen, Haoran Li, Yuan Sui et al.
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
Pengchao Feng, Ziyang Ma, Wenxi Chen et al.
How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations
Yoshiki Takenami, Yin Jou Huang, Yugo Murawaki et al.
CIVET: Systematic Evaluation of Understanding in VLMs
Massimo Rizzoli, Simone Alghisi, Olha Khomyn et al.
A Survey on Training-free Alignment of Large Language Models
Birong Pan, Yongqi Li, Weiyu Zhang et al.
FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction
Zhaohan Meng, Zaiqiao Meng, Ke Yuan et al.
GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation
Jeongsoo Lee, Daeyong Kwon, Kyohoon Jin
Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization
Zhengzhao Lai, Youbin Zheng, Zhenyang Cai et al.
Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning
Changshuo Zhang, Ang Gao, Xiao Zhang et al.
GLProtein: Global-and-Local Structure Aware Protein Representation Learning
Yunqing Liu, Wenqi Fan, Xiaoyong Wei et al.
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
Honglin Lin, Zhuoshi Pan, Qizhi Pei et al.
AELC: Adaptive Entity Linking with LLM-Driven Contextualization
Fang Wang, Zhengwei Tao, Ming Wang et al.
Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models
Zhenhua Xu, Zhaokun Yan, Binhan Xu et al.
Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions
Zirui Wu, Xiao Liu, Jiayi Li et al.
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
Ruosen Li, Ziming Luo, Xinya Du
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez et al.
Benchmarking Uncertainty Metrics for LLM Target-Aware Search
Pei-Fu Guo, Yun-Da Tsai, Shou-De Lin
David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning
Chenghao Liu, Qian Liu, Ziqin Zhu et al.
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation
David Stap, Christof Monz
Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
Zhenqi Ye, HaoPeng Ren, Yi Cai et al.
ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding
Jianjiang Yang, Yanshu Li, Ziyan Huang
FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization
Fangxin Liu, Zongwu Wang, Jinhong Xia et al.
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation
Ruobing Yao, Yifei Zhang, Shuang Song et al.