Large Language Models

LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ACL 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 LlmFixer: Fix the Helpfulness of Defensive Large Language Models EMNLP 2025 LLM-Friendly Knowledge Representation for Customer Support COLING 2025 LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025 LLM-Guided Probabilistic Program Induction for POMDP Model Estimation CoRL 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025 LLM Roleplay: Simulating Human-Chatbot Interaction ACL 2025 LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education NAACL 2025 LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs NAACL 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA ACL 2025 LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025 LLMs can be easily Confused by Instructional Distractions ACL 2025 LLMs cannot spot math errors, even when allowed to peek into the solution EMNLP 2025 LLMs Can Reason Faster Only If We Let Them ICML 2025 LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ACL 2025 LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025 LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025