{"total":112,"rows":[{"id":"2312.10997","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","created":"2023-12-18","cited_by_count":2212,"area":"lr"},{"id":"2310.01798","title":"Large Language Models Cannot Self-Correct Reasoning Yet","created":"2023-10-03","cited_by_count":1017,"area":"lr"},{"id":"2305.19118","title":"Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate","created":"2023-05-30","cited_by_count":1011,"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":"2310.01061","title":"Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning","created":"2023-10-02","cited_by_count":328,"area":"lr"},{"id":"2304.03439","title":"Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4","created":"2023-04-07","cited_by_count":202,"area":"lr"},{"id":"2305.07004","title":"Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting","created":"2023-05-11","cited_by_count":165,"area":"lr"},{"id":"2401.06805","title":"Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning","created":"2024-01-10","cited_by_count":136,"area":"lr"},{"id":"2310.01320","title":"Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation","created":"2023-10-02","cited_by_count":104,"area":"lr"},{"id":"2309.17167","title":"DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks","created":"2023-09-29","cited_by_count":101,"area":"lr"},{"id":"2305.13168","title":"LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities","created":"2023-05-22","cited_by_count":97,"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":"2308.01223","title":"Do Multilingual Language Models Think Better in English?","created":"2023-08-02","cited_by_count":88,"area":"lr"},{"id":"2304.11116","title":"Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT","created":"2023-04-10","cited_by_count":80,"area":"lr"},{"id":"2502.15603","title":"Do Multilingual LLMs Think In English?","created":"2025-02-21","cited_by_count":78,"area":"lr"},{"id":"2306.09841","title":"Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond","created":"2023-06-16","cited_by_count":65,"area":"lr"},{"id":"2305.11792","title":"Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs","created":"2023-05-19","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":"2303.00293","title":"How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks","created":"2023-03-01","cited_by_count":58,"area":"lr"},{"id":"2404.04925","title":"Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers","created":"2024-04-07","cited_by_count":51,"area":"lr"},{"id":"2411.18203","title":"Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning","created":"2024-11-27","cited_by_count":50,"area":"lr"},{"id":"2305.13112","title":"Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models","created":"2023-05-22","cited_by_count":48,"area":"lr"},{"id":"2402.04616","title":"Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation","created":"2024-02-07","cited_by_count":47,"area":"lr"},{"id":"2308.10855","title":"LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles","created":"2023-08-21","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":"2302.04752","title":"Benchmarks for Automated Commonsense Reasoning: A Survey","created":"2023-02-09","cited_by_count":40,"area":"lr"},{"id":"2402.12424","title":"Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs","created":"2024-02-19","cited_by_count":40,"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":"2406.03807","title":"Tool-Planner: Task Planning with Clusters across Multiple Tools","created":"2024-06-06","cited_by_count":33,"area":"lr"},{"id":"2402.11199","title":"Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs","created":"2024-02-17","cited_by_count":32,"area":"lr"},{"id":"2402.17887","title":"JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability","created":"2024-02-27","cited_by_count":32,"area":"lr"},{"id":"2407.15680","title":"HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning","created":"2024-07-22","cited_by_count":32,"area":"lr"},{"id":"2310.07146","title":"Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting","created":"2023-10-11","cited_by_count":31,"area":"lr"},{"id":"2402.13514","title":"Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions","created":"2024-02-21","cited_by_count":30,"area":"lr"},{"id":"2403.11810","title":"Metaphor Understanding Challenge Dataset for LLMs","created":"2024-03-18","cited_by_count":30,"area":"lr"},{"id":"2305.14869","title":"CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering","created":"2023-05-24","cited_by_count":28,"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":"2309.13356","title":"Probing the Moral Development of Large Language Models through Defining Issues Test","created":"2023-09-23","cited_by_count":25,"area":"lr"},{"id":"2407.20898","title":"ThinkRepair: Self-Directed Automated Program Repair","created":"2024-07-30","cited_by_count":23,"area":"lr"},{"id":"2601.22311","title":"Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents","created":"2026-01-29","cited_by_count":23,"area":"lr"},{"id":"2412.15118","title":"Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation","created":"2024-12-19","cited_by_count":21,"area":"lr"},{"id":"2505.13143","title":"Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models","created":"2025-05-19","cited_by_count":20,"area":"lr"},{"id":"2507.02778","title":"Self-Correction Bench: Uncovering and Addressing the Self-Correction Blind Spot in Large Language Models","created":"2025-07-03","cited_by_count":20,"area":"lr"},{"id":"2310.12342","title":"Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking","created":"2023-10-18","cited_by_count":19,"area":"lr"},{"id":"2310.05057","title":"BRAINTEASER: Lateral Thinking Puzzles for Large Language Models","created":"2023-10-08","cited_by_count":18,"area":"lr"},{"id":"2312.15099","title":"Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models","created":"2023-12-22","cited_by_count":18,"area":"lr"},{"id":"2308.09658","title":"Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning","created":"2023-08-18","cited_by_count":17,"area":"lr"},{"id":"2402.01108","title":"Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions","created":"2024-02-02","cited_by_count":17,"area":"lr"},{"id":"2405.15064","title":"Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning","created":"2024-05-23","cited_by_count":17,"area":"lr"},{"id":"2409.12126","title":"Linguini: A benchmark for language-agnostic linguistic reasoning","created":"2024-09-18","cited_by_count":17,"area":"lr"},{"id":"2412.18863","title":"Whose Morality Do They Speak? Unraveling Cultural Bias in Multilingual Language Models","created":"2024-12-25","cited_by_count":17,"area":"lr"},{"id":"2503.10351","title":"New Trends for Modern Machine Translation with Large Reasoning Models","created":"2025-03-13","cited_by_count":17,"area":"lr"},{"id":"2312.03720","title":"Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits","created":"2023-11-26","cited_by_count":16,"area":"lr"},{"id":"2403.02246","title":"PHAnToM: Persona-based Prompting Has An Effect on Theory-of-Mind Reasoning in Large Language Models","created":"2024-03-04","cited_by_count":16,"area":"lr"},{"id":"2410.07627","title":"Automatic Curriculum Expert Iteration for Reliable LLM Reasoning","created":"2024-10-10","cited_by_count":16,"area":"lr"},{"id":"2312.05434","title":"Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models","created":"2023-12-09","cited_by_count":15,"area":"lr"},{"id":"2410.09207","title":"P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains","created":"2024-10-11","cited_by_count":15,"area":"lr"},{"id":"2310.09107","title":"GLoRE: Evaluating Logical Reasoning of Large Language Models","created":"2023-10-13","cited_by_count":13,"area":"lr"},{"id":"2402.11166","title":"GenDec: A robust generative Question-decomposition method for Multi-hop reasoning","created":"2024-02-17","cited_by_count":13,"area":"lr"},{"id":"2408.05093","title":"Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models","created":"2024-08-09","cited_by_count":12,"area":"lr"},{"id":"2309.16090","title":"TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration","created":"2023-09-28","cited_by_count":11,"area":"lr"},{"id":"2506.00519","title":"CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention","created":"2025-05-31","cited_by_count":10,"area":"lr"},{"id":"2308.15118","title":"Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills","created":"2023-08-29","cited_by_count":9,"area":"lr"},{"id":"2312.07132","title":"Image Content Generation with Causal Reasoning","created":"2023-12-12","cited_by_count":9,"area":"lr"},{"id":"2402.02135","title":"Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test","created":"2024-02-03","cited_by_count":9,"area":"lr"},{"id":"2402.11770","title":"Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations","created":"2024-02-19","cited_by_count":9,"area":"lr"},{"id":"2404.10384","title":"Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering","created":"2024-04-16","cited_by_count":9,"area":"lr"},{"id":"2305.13718","title":"Exploring Self-supervised Logic-enhanced Training for Large Language Models","created":"2023-05-23","cited_by_count":8,"area":"lr"},{"id":"2510.10182","title":"A Survey of Inductive Reasoning for Large Language Models","created":"2025-10-11","cited_by_count":8,"area":"lr"},{"id":"2407.00653","title":"Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs","created":"2024-06-30","cited_by_count":7,"area":"lr"},{"id":"2407.03778","title":"From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI","created":"2024-07-04","cited_by_count":7,"area":"lr"},{"id":"2601.19202","title":"Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs","created":"2026-01-27","cited_by_count":7,"area":"lr"},{"id":"2310.16731","title":"Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning","created":"2023-10-25","cited_by_count":6,"area":"lr"},{"id":"2401.13849","title":"TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance","created":"2024-01-24","cited_by_count":6,"area":"lr"},{"id":"2411.18564","title":"Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs","created":"2024-11-27","cited_by_count":6,"area":"lr"},{"id":"2607.22962","title":"ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control","created":"2026-07-25","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":"2412.00846","title":"Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring","created":"2024-12-01","cited_by_count":5,"area":"lr"},{"id":"2507.20279","title":"What Language(s) Does Aya-23 Think In? How Multilinguality Affects Internal Language Representations","created":"2025-07-27","cited_by_count":5,"area":"lr"},{"id":"2308.11914","title":"Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs","created":"2023-08-23","cited_by_count":4,"area":"lr"},{"id":"2403.10900","title":"BEnQA: A Question Answering and Reasoning Benchmark for Bengali and English","created":"2024-03-16","cited_by_count":4,"area":"lr"},{"id":"2404.17513","title":"A Comprehensive Evaluation on Event Reasoning of Large Language Models","created":"2024-04-26","cited_by_count":4,"area":"lr"},{"id":"2409.18996","title":"From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models","created":"2024-09-19","cited_by_count":4,"area":"lr"},{"id":"2503.18394","title":"Solving Situation Puzzles with Large Language Model and External Reformulation","created":"2025-03-24","cited_by_count":4,"area":"lr"},{"id":"2405.13036","title":"Can formal argumentative reasoning enhance LLMs performances?","created":"2024-05-16","cited_by_count":3,"area":"lr"},{"id":"2505.11824","title":"Latent Veracity Inference for Identifying Errors in Stepwise Reasoning","created":"2025-05-17","cited_by_count":3,"area":"lr"},{"id":"2601.11047","title":"CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs","created":"2026-01-16","cited_by_count":3,"area":"lr"},{"id":"2311.10344","title":"Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension","created":"2023-11-17","cited_by_count":2,"area":"lr"},{"id":"2402.12692","title":"FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning","created":"2024-02-20","cited_by_count":2,"area":"lr"},{"id":"2410.12298","title":"Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs","created":"2024-10-16","cited_by_count":2,"area":"lr"},{"id":"2410.16991","title":"An Eye for an AI: Evaluating GPT-4o's Visual Perception Skills and Geometric Reasoning Skills Using Computer Graphics Questions","created":"2024-10-22","cited_by_count":2,"area":"lr"},{"id":"2505.17482","title":"From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark","created":"2025-05-23","cited_by_count":2,"area":"lr"},{"id":"2302.09068","title":"A Pilot Evaluation of ChatGPT and DALL-E 2 on Decision Making and Spatial Reasoning","created":"2023-02-15","cited_by_count":1,"area":"lr"},{"id":"2308.02950","title":"A criterion for Artificial General Intelligence: hypothetic-deductive reasoning, tested on ChatGPT","created":"2023-08-05","cited_by_count":1,"area":"lr"},{"id":"2309.15074","title":"Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial","created":"2023-09-24","cited_by_count":1,"area":"lr"},{"id":"2406.02804","title":"ACCORD: Closing the Commonsense Measurability Gap","created":"2024-06-04","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":"2412.08317","title":"Large Language Models Still Face Challenges in Multi-Hop Reasoning with External Knowledge","created":"2024-12-11","cited_by_count":1,"area":"lr"},{"id":"2504.14905","title":"CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs","created":"2025-04-21","cited_by_count":1,"area":"lr"},{"id":"2508.10012","title":"Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs","created":"2025-08-06","cited_by_count":1,"area":"lr"}],"next_cursor":"100"}