Natural Language Processing

POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs EACL 2026 PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 2026 PoeTone: A Framework for Constrained Generation of Structured Chinese Songci with LLMs AAAI 2026 PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization Detection SemEval 2026 PolAR Bears at SemEval-2026 Task 9: Parameter-Efficient Fine-Tuning and Cross-Lingual Augmentation for Multilingual Polarization Detection SemEval 2026 Polarity-Aware Probing for Quantifying Latent Alignment in Language Models AAAI 2026 PolarizedTeam at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 PolarMind at SemEval-2026 Task 9: Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization SemEval 2026 PolDeck at SemEval-2026 Task 9: Multilingual Online Polarization Detection via Hybrid Model Ensembling and Data Augmentation SemEval 2026 Polito Team at SemEval-2026 Task 8: Scaling Multi-Turn RAG: High-Performance Parallelized Pipeline for the MTRAG Benchmark SemEval 2026 POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering ACL 2026 Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions EACL 2026 PortOldBERT: Portuguese Historical Language Models EACL 2026 Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? AAAI 2026 Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers EACL 2026 Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios EACL 2026 Power Asymmetries, Bias, and AI, a Reflection of Society on Low-Resourced Languages - African Languages as Case Study EACL 2026 PP-OCRv5: A Specialized 5M-Parameter Model Rivaling Billion-Parameter Vision-Language Models on OCR Tasks CVPR 2026 PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics AAAI 2026 PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation AAAI 2026 Predicting Convincingness in Political Speech: How Emotional Tone Shapes Persuasive Strength EACL 2026 PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026 Prefix Parsing is Just Parsing ACL 2026 Presentation Slide Translation and Layout Error Correction by LLMs ACL 2026 Pretraining and Benchmarking Modern Encoders for Latvian EACL 2026