{"total":69,"rows":[{"id":"2305.10601","title":"Tree of Thoughts: Deliberate Problem Solving with Large Language Models","created":"2023-05-17","cited_by_count":3211,"area":"lr"},{"id":"2305.04388","title":"Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting","created":"2023-05-07","cited_by_count":1122,"area":"lr"},{"id":"2210.11610","title":"Large Language Models Can Self-Improve","created":"2022-10-20","cited_by_count":664,"area":"lr"},{"id":"2212.10403","title":"Towards Reasoning in Large Language Models: A Survey","created":"2022-12-20","cited_by_count":596,"area":"lr"},{"id":"2406.03816","title":"ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search","created":"2024-06-06","cited_by_count":344,"area":"lr"},{"id":"2309.17179","title":"Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training","created":"2023-09-29","cited_by_count":295,"area":"lr"},{"id":"2301.13379","title":"Faithful Chain-of-Thought Reasoning","created":"2023-01-31","cited_by_count":288,"area":"lr"},{"id":"2212.09597","title":"Reasoning with Language Model Prompting: A Survey","created":"2022-12-19","cited_by_count":252,"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":"2305.14763","title":"Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models","created":"2023-05-24","cited_by_count":163,"area":"lr"},{"id":"2212.10535","title":"A Survey of Deep Learning for Mathematical Reasoning","created":"2022-12-20","cited_by_count":124,"area":"lr"},{"id":"2211.09066","title":"Teaching Algorithmic Reasoning via In-context Learning","created":"2022-11-15","cited_by_count":112,"area":"lr"},{"id":"2307.11768","title":"Question Decomposition Improves the Faithfulness of Model-Generated Reasoning","created":"2023-07-17","cited_by_count":108,"area":"lr"},{"id":"2310.01714","title":"Large Language Models as Analogical Reasoners","created":"2023-10-03","cited_by_count":107,"area":"lr"},{"id":"2312.03748","title":"Applying Large Language Models and Chain-of-Thought for Automatic Scoring","created":"2023-11-30","cited_by_count":69,"area":"lr"},{"id":"2402.00559","title":"A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains","created":"2024-02-01","cited_by_count":65,"area":"lr"},{"id":"2502.11054","title":"Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models","created":"2025-02-16","cited_by_count":64,"area":"lr"},{"id":"2401.14295","title":"Demystifying Chains, Trees, and Graphs of Thoughts","created":"2024-01-25","cited_by_count":63,"area":"lr"},{"id":"2310.04959","title":"Towards Better Chain-of-Thought Prompting Strategies: A Survey","created":"2023-10-08","cited_by_count":62,"area":"lr"},{"id":"2303.14725","title":"Natural Language Reasoning, A Survey","created":"2023-03-26","cited_by_count":61,"area":"lr"},{"id":"2403.18120","title":"Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization","created":"2024-03-26","cited_by_count":55,"area":"lr"},{"id":"2502.15652","title":"Empowering LLMs with Logical Reasoning: A Comprehensive Survey","created":"2025-02-21","cited_by_count":51,"area":"lr"},{"id":"2407.14507","title":"Internal Consistency and Self-Feedback in Large Language Models: A Survey","created":"2024-07-19","cited_by_count":50,"area":"lr"},{"id":"2309.17272","title":"Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency","created":"2023-09-29","cited_by_count":46,"area":"lr"},{"id":"2406.01940","title":"Process-Driven Autoformalization in Lean 4","created":"2024-06-04","cited_by_count":45,"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":"2403.09972","title":"Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection","created":"2024-03-15","cited_by_count":41,"area":"lr"},{"id":"2309.13339","title":"Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic","created":"2023-09-23","cited_by_count":35,"area":"lr"},{"id":"2412.06394","title":"GameArena: Evaluating LLM Reasoning through Live Computer Games","created":"2024-12-09","cited_by_count":32,"area":"lr"},{"id":"2405.16802","title":"AutoPSV: Automated Process-Supervised Verifier","created":"2024-05-27","cited_by_count":30,"area":"lr"},{"id":"2406.05673","title":"Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples","created":"2024-06-09","cited_by_count":30,"area":"lr"},{"id":"2305.01157","title":"Complex Logical Reasoning over Knowledge Graphs using Large Language Models","created":"2023-05-02","cited_by_count":28,"area":"lr"},{"id":"2310.00074","title":"SocREval: Large Language Models with the Socratic Method for Reference-Free Reasoning Evaluation","created":"2023-09-29","cited_by_count":27,"area":"lr"},{"id":"2405.04669","title":"Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics","created":"2024-05-07","cited_by_count":27,"area":"lr"},{"id":"2304.11107","title":"ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT","created":"2023-04-21","cited_by_count":26,"area":"lr"},{"id":"2210.01293","title":"ThinkSum: Probabilistic reasoning over sets using large language models","created":"2022-10-04","cited_by_count":23,"area":"lr"},{"id":"2301.11596","title":"ThoughtSource: A central hub for large language model reasoning data","created":"2023-01-27","cited_by_count":23,"area":"lr"},{"id":"2306.02797","title":"Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language","created":"2023-06-05","cited_by_count":22,"area":"lr"},{"id":"2305.06349","title":"RECKONING: Reasoning through Dynamic Knowledge Encoding","created":"2023-05-10","cited_by_count":18,"area":"lr"},{"id":"2310.14420","title":"Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design","created":"2023-10-22","cited_by_count":17,"area":"lr"},{"id":"2209.07662","title":"NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning","created":"2022-09-16","cited_by_count":16,"area":"lr"},{"id":"2402.00745","title":"Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement","created":"2024-02-01","cited_by_count":16,"area":"lr"},{"id":"2409.12618","title":"Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning","created":"2024-09-19","cited_by_count":16,"area":"lr"},{"id":"2301.01751","title":"Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes","created":"2023-01-04","cited_by_count":15,"area":"lr"},{"id":"2402.03686","title":"Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification","created":"2024-02-06","cited_by_count":13,"area":"lr"},{"id":"2402.06634","title":"SocraSynth: Multi-LLM Reasoning with Conditional Statistics","created":"2024-01-19","cited_by_count":13,"area":"lr"},{"id":"2403.06294","title":"ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes","created":"2024-03-10","cited_by_count":13,"area":"lr"},{"id":"2410.10854","title":"Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning","created":"2024-10-06","cited_by_count":13,"area":"lr"},{"id":"2310.01446","title":"Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning","created":"2023-10-01","cited_by_count":12,"area":"lr"},{"id":"2404.03414","title":"Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought","created":"2024-04-04","cited_by_count":12,"area":"lr"},{"id":"2508.19277","title":"POT: Inducing Overthinking in LLMs via Black-Box Iterative Optimization","created":"2025-08-23","cited_by_count":11,"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":"2307.10573","title":"Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting","created":"2023-07-20","cited_by_count":8,"area":"lr"},{"id":"2406.16144","title":"Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step","created":"2024-06-23","cited_by_count":8,"area":"lr"},{"id":"2401.05787","title":"Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning","created":"2024-01-11","cited_by_count":7,"area":"lr"},{"id":"2410.24155","title":"Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer","created":"2024-10-31","cited_by_count":7,"area":"lr"},{"id":"2506.08927","title":"Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions","created":"2025-06-10","cited_by_count":5,"area":"lr"},{"id":"2306.09918","title":"No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference","created":"2023-06-16","cited_by_count":4,"area":"lr"},{"id":"2308.00071","title":"On The Role of Reasoning in the Identification of Subtle Stereotypes in Natural Language","created":"2023-07-24","cited_by_count":3,"area":"lr"},{"id":"2310.03309","title":"Concise and Organized Perception Facilitates Reasoning in Large Language Models","created":"2023-10-05","cited_by_count":3,"area":"lr"},{"id":"2402.15764","title":"Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models","created":"2024-02-24","cited_by_count":2,"area":"lr"},{"id":"2405.18073","title":"Towards Dialogues for Joint Human-AI Reasoning and Value Alignment","created":"2024-05-28","cited_by_count":2,"area":"lr"},{"id":"2410.03662","title":"System 2 Reasoning Capabilities Are Nigh","created":"2024-10-04","cited_by_count":2,"area":"lr"},{"id":"2406.06561","title":"Brainstorming Brings Power to Large Language Models of Knowledge Reasoning","created":"2024-06-02","cited_by_count":1,"area":"lr"},{"id":"2412.17701","title":"From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering","created":"2024-12-23","cited_by_count":1,"area":"lr"},{"id":"2503.17136","title":"CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization","created":"2025-03-21","cited_by_count":1,"area":"lr"},{"id":"2508.13718","title":"Generics and Default Reasoning in Large Language Models","created":"2025-08-19","cited_by_count":1,"area":"lr"},{"id":"2310.06803","title":"Advancing Transformer's Capabilities in Commonsense Reasoning","created":"2023-10-10","cited_by_count":0,"area":"lr"},{"id":"2509.09448","title":"TORSO: Template-Oriented Reasoning Towards General Tasks","created":"2025-09-11","cited_by_count":0,"area":"lr"}],"next_cursor":null}