Large Language Models

IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025 IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025 ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025 Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration COLT 2025 Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment ICML 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data IJCNLP 2025 iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss SemEval 2025 Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement ACL 2025 Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection AAAI 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025 Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025 Is `Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning CVPR 2025 Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025 Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025 Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs ICML 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 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025 I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models ICML 2025 iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025 It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025 It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025