Natural Language Processing

PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026 Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices ACL 2026 PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark EACL 2026 PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models EACL 2026 Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities EACL 2026 Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ACL 2026 Perplexity as a Metric for Dialectal Distance: A Computational Study of Greek Varieties EACL 2026 PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation Restoration EACL 2026 Persistent Instability in LLM’s Personality Measurements: Effects of Scale, Reasoning, and Conversation History AAAI 2026 Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026 Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026 Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ACL 2026 Personal Information Parroting in Language Models EACL 2026 PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ACL 2026 Personality Editing for Language Models through Adjusting Self-Referential Queries EACL 2026 Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval AAAI 2026 Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation CVPR 2026 Persona Prompting as a Lens on LLM Social Reasoning EACL 2026 Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic Reasoning SemEval 2026 Persuasion Tokens for Editing Factual Knowledge in LLMs EACL 2026 PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026 PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking Loss SemEval 2026 pfr821 at SemEval-2026 Task 9: Multilingual Polarization Detection via Hybrid XLM-RoBERTa with Targeted Data Augmentation and Imbalance-Aware Training SemEval 2026