Large Language Models

Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025 Overview of the Critical Questions Generation Shared Task ACL 2025 Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection SemEval 2025 Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs ACL 2025 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025 PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs ICCV 2025 PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025 Pareiduo: A Human–LLM Dialogue in Sand NeurIPS 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 PATCH! Psychometrics-AssisTed BenCHmarking of Large Language Models against Human Populations: A Case Study of Proficiency in 8th Grade Mathematics ACL 2025 PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SemEval 2025 PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025 Personality-Guided Code Generation Using Large Language Models ACL 2025 Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025 Personalized Text Generation with Contrastive Activation Steering ACL 2025 PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025