Large Language Models

Font-Agent: Enhancing Font Understanding with Large Language Models CVPR 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025 From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025 From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025 From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025 From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 From Parameters to Performance: A Data-Driven Study on LLM Structure and Development EMNLP 2025 From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs ACL 2025 From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025 From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025 From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025 Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025 Gaeilge Bhriste ó Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text? COLING 2025