Large Language Models

Participatory Design for Positive Impact: Behind the Scenes of Three NLP Projects ACL 2025 Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025 Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception CVPR 2025 PATCH! Psychometrics-AssisTed BenCHmarking of Large Language Models against Human Populations: A Case Study of Proficiency in 8th Grade Mathematics ACL 2025 PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025 Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025 P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs ACL 2025 PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models IJCAI 2025 PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025 PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025 PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings EMNLP 2025 Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity COLING 2025 PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian NAACL 2025 Peri-LN: Revisiting Normalization Layer in the Transformer Architecture ICML 2025 Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying ICML 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 PERSONA: A Reproducible Testbed for Pluralistic Alignment COLING 2025 Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025 Personality Alignment of Large Language Models ICLR 2025 Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025 Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025 Personalized Large Language Model Assistant with Evolving Conditional Memory COLING 2025 Personalized Question Answering with User Profile Generation and Compression EMNLP 2025 Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025