Foundation Models

CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models IJCNLP 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025 CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction ICML 2025 CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? COLING 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification EMNLP 2025 Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs EMNLP 2025 CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025 Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models CVPR 2025 COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025 CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025 CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models ACL 2025 CogTwin: A Hybrid Cognitive Architecture Framework for Adaptable and Cognitive Digital Twins IJCAI 2025 CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025 CollEX – A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections ACL 2025 ColorFoil: Investigating Color Blindness in Large Vision and Language Models NAACL 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation ICML 2025 ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems CVPR 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025 Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Complete Chess Games Enable LLM Become A Chess Master NAACL 2025 Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency CoNLL 2025