Large Language Models

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025 Investigating Value-Reasoning Reliability in Small Large Language Models EMNLP 2025 Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025 IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025 iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop ACL 2025 Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection SemEval 2025 IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM EMNLP 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025 IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam COLING 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is External Information Useful for Stance Detection with LLMs? ACL 2025 Is In-Context Learning Sufficient for Instruction Following in LLMs? ICLR 2025 Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025 ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO AAAI 2025 Is `Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning CVPR 2025 Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models EMNLP 2025 Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models NAACL 2025 Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist ICLR 2025 ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025 It Depends: Resolving Referential Ambiguity in Minimal Contexts with Commonsense Knowledge EMNLP 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models MLHC 2025 Iterative Vectors: In-Context Gradient Steering without Backpropagation ICML 2025