Large Language Models

Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025 CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025 CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs ICLR 2025 CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025 CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025 CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025 CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models IJCAI 2025 CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance ICML 2025 CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale ICML 2025 CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025 CodeV: Issue Resolving with Visual Data ACL 2025 CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025 COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025 CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025 CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective ICML 2025 COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025 CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025 Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025