Large Language Models

From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025 LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025 Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning ACL 2025 More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025 MuseScorer: Idea Originality Scoring At Scale EMNLP 2025 NarraDetect: An annotated dataset for the task of narrative detection NAACL 2025 Personalized Text Generation with Contrastive Activation Steering ACL 2025 QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025 QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ACL 2025 Quantifying Semantic Emergence in Language Models ACL 2025 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025 Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025 Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025 Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 TSVer: A Benchmark for Fact Verification Against Time-Series Evidence EMNLP 2025