Natural Language Processing

Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025 The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions ICLR 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025 The Price of Format: Diversity Collapse in LLMs EMNLP 2025 The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025 The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models EMNLP 2025 The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection EMNLP 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025 The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025 The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025 There’s No Such Thing as Simple Reasoning for LLMs ACL 2025 The revision of linguistic annotation in the Universal Dependencies framework: a look at the annotators’ behavior ACL 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model ICLR 2025 The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ACL 2025 The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025 The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025 The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025 The Role of Prosody in Spoken Question Answering NAACL 2025