Natural Language Processing

Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries WACV 2025 Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity COLING 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification AACL 2025 PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian NAACL 2025 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 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 PerLA: Perceptive 3D Language Assistant CVPR 2025 PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models IJCNLP 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs ICLR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models ICLR 2025 Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents ICLR 2025 Persian in a Court: Benchmarking VLMs In Persian Multi-Modal Tasks COLING 2025 PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 PERSONA: A Reproducible Testbed for Pluralistic Alignment COLING 2025 Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025