Natural Language Processing

Frequency matters: Modeling irregular morphological patterns in Spanish with Transformers ACL 2025 Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages EMNLP 2025 Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding AAAI 2025 From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? EMNLP 2025 From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025 From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ACL 2025 From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data ICLR 2025 From BERT to LLMs: Comparing and Understanding Chinese Classifier Prediction in Language Models EMNLP 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Characters to Tokens: Dynamic Grouping with Hierarchical BPE EMNLP 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025 From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025 From Commands to Prompts: LLM-based Semantic File System for AIOS ICLR 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025 From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning ICML 2025 From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification EMNLP 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 From Context to Code-switching: Examining the Interplay of Language Proficiency and Multilingualism in Speech Interspeech 2025 From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning EMNLP 2025 From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline ICML 2025