Resources & Methods

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 as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning 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 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 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 Large Language Models for Predictive Analysis: How Far Are They? ACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025 Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages NAACL 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ACL 2025 Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EMNLP 2025 Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? ICML 2025