Natural Language Processing

On the Representations of Entities in Auto-regressive Large Language Models EMNLP 2025 On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs ACL 2025 On the Role of Attention Heads in Large Language Model Safety ICLR 2025 On the Role of Context for Discourse Relation Classification in Scientific Writing EMNLP 2025 On the Role of Key Phrases in Argument Mining NAACL 2025 On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency? ACL 2025 On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts EMNLP 2025 On the self-verification limitations of large language models on reasoning and planning tasks ICLR 2025 On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures ICML 2025 On the Transferability of Causal Knowledge for Language Models NAACL 2025 On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains ICML 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025 On Using Arabic Language Dialects in Recommendation Systems NAACL 2025 OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Open-DeBias: Toward Mitigating Open-Set Bias in Language Models EMNLP 2025 Open-domain Arabic Conversational Question Answering with Question Rewriting EMNLP 2025 Open Domain Question Answering with Conflicting Contexts NAACL 2025 OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs COLING 2025 OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset COLING 2025 OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025 Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs NAACL 2025 Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models AAAI 2025