{"total":59,"rows":[{"id":"2303.17651","title":"Self-Refine: Iterative Refinement with Self-Feedback","created":"2023-03-30","cited_by_count":3442,"area":"lr"},{"id":"2403.07974","title":"LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code","created":"2024-03-12","cited_by_count":2004,"area":"lr"},{"id":"2305.11738","title":"CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing","created":"2023-05-19","cited_by_count":783,"area":"lr"},{"id":"2304.09842","title":"Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models","created":"2023-04-19","cited_by_count":356,"area":"lr"},{"id":"2305.09645","title":"StructGPT: A General Framework for Large Language Model to Reason over Structured Data","created":"2023-05-16","cited_by_count":343,"area":"lr"},{"id":"2305.16986","title":"NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models","created":"2023-05-26","cited_by_count":280,"area":"lr"},{"id":"2308.03188","title":"Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies","created":"2023-08-06","cited_by_count":238,"area":"lr"},{"id":"2503.24235","title":"A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?","created":"2025-03-31","cited_by_count":223,"area":"lr"},{"id":"2310.16218","title":"Knowledge Editing for Large Language Models: A Survey","created":"2023-10-24","cited_by_count":194,"area":"lr"},{"id":"2308.00436","title":"SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning","created":"2023-08-01","cited_by_count":159,"area":"lr"},{"id":"2402.01761","title":"Rethinking Interpretability in the Era of Large Language Models","created":"2024-01-30","cited_by_count":111,"area":"lr"},{"id":"2308.13259","title":"Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering","created":"2023-08-25","cited_by_count":97,"area":"lr"},{"id":"2305.13160","title":"Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate","created":"2023-05-22","cited_by_count":94,"area":"lr"},{"id":"2310.08559","title":"Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement","created":"2023-10-12","cited_by_count":89,"area":"lr"},{"id":"2308.09729","title":"MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models","created":"2023-08-17","cited_by_count":73,"area":"lr"},{"id":"2406.11200","title":"AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning","created":"2024-06-17","cited_by_count":72,"area":"lr"},{"id":"2405.17631","title":"BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments","created":"2024-05-27","cited_by_count":53,"area":"lr"},{"id":"2306.00024","title":"Self-Verification Improves Few-Shot Clinical Information Extraction","created":"2023-05-30","cited_by_count":52,"area":"lr"},{"id":"2506.18959","title":"From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents","created":"2025-06-23","cited_by_count":51,"area":"lr"},{"id":"2502.01839","title":"Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification","created":"2025-02-03","cited_by_count":50,"area":"lr"},{"id":"2502.14829","title":"Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps","created":"2025-02-20","cited_by_count":47,"area":"lr"},{"id":"2310.09343","title":"Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents","created":"2023-10-13","cited_by_count":41,"area":"lr"},{"id":"2311.09797","title":"FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains","created":"2023-11-16","cited_by_count":40,"area":"lr"},{"id":"2310.05253","title":"Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models","created":"2023-10-08","cited_by_count":37,"area":"lr"},{"id":"2305.13888","title":"PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning","created":"2023-05-23","cited_by_count":29,"area":"lr"},{"id":"2506.05828","title":"FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging","created":"2025-06-06","cited_by_count":28,"area":"lr"},{"id":"2404.12065","title":"RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models","created":"2024-04-18","cited_by_count":27,"area":"lr"},{"id":"2404.02935","title":"KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking","created":"2024-04-03","cited_by_count":26,"area":"lr"},{"id":"2309.13075","title":"SCREWS: A Modular Framework for Reasoning with Revisions","created":"2023-09-20","cited_by_count":16,"area":"lr"},{"id":"2312.14591","title":"Reasons to Reject? Aligning Language Models with Judgments","created":"2023-12-22","cited_by_count":15,"area":"lr"},{"id":"2407.11373","title":"Reliable Reasoning Beyond Natural Language","created":"2024-07-16","cited_by_count":14,"area":"lr"},{"id":"2407.21443","title":"Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency","created":"2024-07-31","cited_by_count":14,"area":"lr"},{"id":"2505.02686","title":"Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards","created":"2025-05-05","cited_by_count":14,"area":"lr"},{"id":"2504.06943","title":"Review of Case-Based Reasoning for LLM Agents: Theoretical Foundations, Architectural Components, and Cognitive Integration","created":"2025-04-09","cited_by_count":12,"area":"lr"},{"id":"2511.04662","title":"VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks","created":"2025-11-06","cited_by_count":11,"area":"lr"},{"id":"2402.14963","title":"Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning","created":"2024-02-22","cited_by_count":10,"area":"lr"},{"id":"2504.05258","title":"Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models","created":"2025-04-07","cited_by_count":10,"area":"lr"},{"id":"2311.08505","title":"Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning","created":"2023-11-14","cited_by_count":9,"area":"lr"},{"id":"2402.13547","title":"ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling","created":"2024-02-21","cited_by_count":8,"area":"lr"},{"id":"2508.02419","title":"Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens","created":"2025-08-04","cited_by_count":8,"area":"lr"},{"id":"2402.15631","title":"Fine-Grained Self-Endorsement Improves Factuality and Reasoning","created":"2024-02-23","cited_by_count":7,"area":"lr"},{"id":"2508.04625","title":"FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging","created":"2025-08-06","cited_by_count":7,"area":"lr"},{"id":"2502.13170","title":"Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment","created":"2025-02-17","cited_by_count":6,"area":"lr"},{"id":"2304.10392","title":"CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population","created":"2023-04-20","cited_by_count":5,"area":"lr"},{"id":"2402.07812","title":"Retrieval Augmented Thought Process for Private Data Handling in Healthcare","created":"2024-02-12","cited_by_count":5,"area":"lr"},{"id":"2602.21226","title":"IslamicLegalBench: Evaluating LLMs Knowledge and Reasoning of Islamic Law Across 1,200 Years of Islamic Pluralist Legal Traditions","created":"2026-02-02","cited_by_count":5,"area":"lr"},{"id":"2505.17089","title":"Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models","created":"2025-05-20","cited_by_count":4,"area":"lr"},{"id":"2309.10444","title":"Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models","created":"2023-09-19","cited_by_count":3,"area":"lr"},{"id":"2312.11282","title":"Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs","created":"2023-12-18","cited_by_count":3,"area":"lr"},{"id":"2402.01602","title":"Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning","created":"2024-02-02","cited_by_count":3,"area":"lr"},{"id":"2504.21773","title":"MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness","created":"2025-04-30","cited_by_count":3,"area":"lr"},{"id":"2408.13915","title":"LLMs are Superior Feedback Providers: Bootstrapping Reasoning for Lie Detection with Self-Generated Feedback","created":"2024-08-25","cited_by_count":2,"area":"lr"},{"id":"2510.24299","title":"Verifying Large Language Models' Reasoning Paths via Correlation Matrix Rank","created":"2025-10-28","cited_by_count":2,"area":"lr"},{"id":"2310.13566","title":"Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring","created":"2023-10-20","cited_by_count":1,"area":"lr"},{"id":"2410.01952","title":"TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking","created":"2024-10-02","cited_by_count":1,"area":"lr"},{"id":"2603.29908","title":"C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving","created":"2026-03-31","cited_by_count":1,"area":"lr"},{"id":"2604.12231","title":"Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems","created":"2026-04-14","cited_by_count":1,"area":"lr"},{"id":"2609.21492","title":"LogicTrack: Auditing Reasoning Trajectories of Large Language Models with Formal Logic Solvers","created":"2026-09-18","cited_by_count":1,"area":"lr"},{"id":"2606.00029","title":"TCAR-Gen: Temporal Graph Retrieval with Evidence Fusion for Knowledge-Grounded Generation","created":"2026-04-15","cited_by_count":0,"area":"lr"}],"next_cursor":null}