Natural Language Processing

PFW at SemEval-2026 Task 6: Multi-Seed DeBERTa Ensembles for Political Response Clarity and Evasion Classification SemEval 2026 PFW Task 8 at SemEval-2026 Task 8: Lightweight Tri-Fusion Retrieval with Prompt-Engineered Faithful Generation for Multi-Turn RAG SemEval 2026 PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain EACL 2026 Phatthachdau at SemEval-2026 Task 9: A Multi-Stage Augment-Judge-Train Pipeline for Multilingual Online Polarization Detection SemEval 2026 Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet ACL 2026 PhotoFramer: Multi-modal Image Composition Instruction CVPR 2026 PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination AAAI 2026 Phrase-grounded APO for Improving Chest X-ray Report Generation CVPR 2026 PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data ACL 2026 PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer Pooling SemEval 2026 PictureStories: Predicting the Task Adherence of Language Learner Answers to a Picture Story-Based Writing Task EACL 2026 Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ACL 2026 PII-Bench: Evaluating Query-Aware Privacy Protection Systems ACL 2026 PingAn-NLP at SemEval-2026 Task 9: Multi-Stage Alignment via GRPO and Tiered Ensemble Voting for Multilingual Polarization Detection SemEval 2026 Pioneering Bot Detection on Polish Reddit at the Comment Level EACL 2026 Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code Detection SemEval 2026 Pixel Phantoms at SemEval-2026 Task 3: Language-Specific Transformer Regression for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026 PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026 PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 PLlama at SemEval-2026 Task 4: Zero-shot Prompting with Llama-3.2 for Narrative Similarity SemEval 2026 Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026 PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ACL 2026 PMI MWE Scorer at PARSEME 2.0 Subtask 1: identifying multi-word expressions using pointwise mutual information and universal dependencies EACL 2026 PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026