Natural Language Processing

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation NAACL 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Large Language Models are Demonstration Pre-Selectors for Themselves ICML 2025 Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025 Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025 Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts COLING 2025 Large Language Models are Interpretable Learners ICLR 2025 Large Language Models are Miscalibrated In-Context Learners ACL 2025 Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025 Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025 Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025 Large Language Models as Detectors or Instigators of Hate Speech in Low-resource Ethiopian Languages EMNLP 2025 Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence ACL 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models based ASR Error Correction for Child Conversations Interspeech 2025 Large Language Models can Become Strong Self-Detoxifiers ICLR 2025 Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025 Large Language Models Do Multi-Label Classification Differently EMNLP 2025 Large Language Models Exhibit Limited Reasoning Ability on Coding Problems IJCNLP 2025 Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025 Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization EMNLP 2025 Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward ACL 2025 Large Language Models for Multilingual Previously Fact-Checked Claim Detection EMNLP 2025 Large Language Models for Persian-English Idiom Translation NAACL 2025