Natural Language Processing

The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025 The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025 The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA MLHC 2025 The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025 The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025 The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025 The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers EMNLP 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025 The Historian’s Fingerprint: A Computational Stylometric Study of the Zuo Commentary and Discourses of the States NAACL 2025 The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation ICLR 2025 The Illusion of Empathy: How AI Chatbots Shape Conversation Perception AAAI 2025 The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025 The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them) ICML 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025 The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages NAACL 2025 The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025 The Impact of Large Language Models in Academia: from Writing to Speaking ACL 2025 The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025 The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals NAACL 2025 The Incremental Process of Building an Annotation Scheme for Clinical Narratives in Portuguese: the Contribution of Human Variation Analysis ACL 2025 The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian COLING 2025 The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage ACL 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025 The iRead4Skills Intelligent Complexity Analyzer EMNLP 2025