Understanding

Polarity inversion operators in PLM CoNLL 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025 Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo COLING 2025 POS-Aware Neural Approaches for Word Alignment in Dravidian Languages COLING 2025 Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025 Pragmatic Perspective on Assessing Implicit Meaning Interpretation in Sentiment Analysis Models ACL 2025 Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025 Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025 Predicting Implicit Arguments in Procedural Video Instructions ACL 2025 princi/pal: A Moral Dilemma Tamagotchi Game NeurIPS 2025 Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025 Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction EMNLP 2025 Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025 Probing Subphonemes in Morphology Models ACL 2025 Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025 Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025 PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 QFrCoLA: a Quebec-French Corpus of Linguistic Acceptability Judgments EMNLP 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025