{"total":97,"rows":[{"id":"2312.02003","title":"A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly","created":"2023-12-04","cited_by_count":387,"area":null},{"id":"2406.09136","title":"Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs","created":"2024-06-13","cited_by_count":96,"area":"lr"},{"id":"2310.10830","title":"Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks","created":"2023-10-16","cited_by_count":70,"area":null},{"id":"2406.08772","title":"MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs","created":"2024-06-13","cited_by_count":61,"area":null},{"id":"2412.10510","title":"DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts","created":"2024-12-13","cited_by_count":43,"area":null},{"id":"2502.17041","title":"PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance","created":"2025-02-24","cited_by_count":37,"area":null},{"id":"2402.03659","title":"Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models","created":"2024-02-06","cited_by_count":36,"area":null},{"id":"2405.02079","title":"Argumentative Large Language Models for Explainable and Contestable Claim Verification","created":"2024-05-03","cited_by_count":36,"area":null},{"id":"2401.08026","title":"JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims","created":"2024-01-16","cited_by_count":29,"area":null},{"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":"2406.09815","title":"Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments","created":"2024-06-14","cited_by_count":25,"area":"rag"},{"id":"2408.12060","title":"Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs","created":"2024-08-22","cited_by_count":24,"area":null},{"id":"2408.14317","title":"Claim Verification in the Age of Large Language Models: A Survey","created":"2024-08-26","cited_by_count":24,"area":null},{"id":"2401.08574","title":"Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability","created":"2024-01-16","cited_by_count":22,"area":null},{"id":"2405.16856","title":"Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer","created":"2024-05-27","cited_by_count":19,"area":null},{"id":"2407.02351","title":"Generative Large Language Models in Automated Fact-Checking: A Survey","created":"2024-07-02","cited_by_count":19,"area":null},{"id":"2410.04616","title":"Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?","created":"2024-10-06","cited_by_count":17,"area":null},{"id":"2404.17283","title":"Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM","created":"2024-04-26","cited_by_count":15,"area":"rag"},{"id":"2410.13191","title":"MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback","created":"2024-10-17","cited_by_count":14,"area":null},{"id":"2409.00009","title":"Web Retrieval Agents for Evidence-Based Misinformation Detection","created":"2024-08-15","cited_by_count":13,"area":"agents"},{"id":"2508.03860","title":"Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models","created":"2025-08-05","cited_by_count":13,"area":"rag"},{"id":"2402.05359","title":"An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models","created":"2024-02-08","cited_by_count":12,"area":null},{"id":"2405.01593","title":"Large Language Model Agent for Fake News Detection","created":"2024-04-30","cited_by_count":12,"area":"agents"},{"id":"2407.12532","title":"Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models","created":"2024-07-17","cited_by_count":10,"area":"lr"},{"id":"2411.05060","title":"A Guide to Misinformation Detection Data and Evaluation","created":"2024-11-07","cited_by_count":10,"area":null},{"id":"2510.11423","title":"Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation","created":"2025-10-13","cited_by_count":10,"area":null},{"id":"2401.06920","title":"Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation","created":"2024-01-12","cited_by_count":9,"area":null},{"id":"2410.08014","title":"Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning","created":"2024-10-10","cited_by_count":8,"area":null},{"id":"2410.09770","title":"'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews","created":"2024-10-13","cited_by_count":8,"area":null},{"id":"2503.01424","title":"From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems","created":"2025-03-03","cited_by_count":8,"area":null},{"id":"2510.12839","title":"FaStfact: Faster, Stronger Long-Form Factuality Evaluations in LLMs","created":"2025-10-13","cited_by_count":8,"area":null},{"id":"2510.24303","title":"Retrieval- and Argumentation-Enhanced Multi-Agent LLMs for Judgmental Forecasting (Extended Version with Supplementary Material)","created":"2025-10-28","cited_by_count":8,"area":"agents"},{"id":"2601.15277","title":"Robust Fake News Detection using Large Language Models under Adversarial Sentiment Attacks","created":"2026-01-21","cited_by_count":8,"area":null},{"id":"2503.09153","title":"Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection","created":"2025-03-12","cited_by_count":7,"area":"lr"},{"id":"2505.17139","title":"EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs","created":"2025-05-22","cited_by_count":7,"area":null},{"id":"2508.00489","title":"The Missing Parts: Augmenting Fact Verification with Half-Truth Detection","created":"2025-08-01","cited_by_count":7,"area":null},{"id":"2406.10289","title":"VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning","created":"2024-06-12","cited_by_count":6,"area":null},{"id":"2503.23329","title":"A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection","created":"2025-03-30","cited_by_count":6,"area":"agents"},{"id":"2505.12348","title":"Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification","created":"2025-05-18","cited_by_count":6,"area":"lr"},{"id":"2505.23449","title":"CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection","created":"2025-05-29","cited_by_count":6,"area":"lr"},{"id":"2507.05288","title":"A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models","created":"2025-07-05","cited_by_count":6,"area":null},{"id":"2311.08614","title":"XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs","created":"2023-11-15","cited_by_count":5,"area":"lr"},{"id":"2402.18267","title":"A Survey on Neural Question Generation: Methods, Applications, and Prospects","created":"2024-02-28","cited_by_count":5,"area":null},{"id":"2406.02143","title":"Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models","created":"2024-06-04","cited_by_count":5,"area":null},{"id":"2505.22993","title":"Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation","created":"2025-05-29","cited_by_count":5,"area":null},{"id":"2503.07282","title":"A Graph-based Verification Framework for Fact-Checking","created":"2025-03-10","cited_by_count":4,"area":null},{"id":"2510.22967","title":"MAD-Fact: A Multi-Agent Debate Framework for Long-Form Factuality Evaluation in LLMs","created":"2025-10-27","cited_by_count":4,"area":"agents"},{"id":"2403.14171","title":"MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation","created":"2024-03-21","cited_by_count":3,"area":"distill"},{"id":"2408.08400","title":"Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking","created":"2024-08-15","cited_by_count":3,"area":null},{"id":"2410.04002","title":"Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation","created":"2024-10-05","cited_by_count":3,"area":null},{"id":"2504.19940","title":"Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking","created":"2025-04-24","cited_by_count":3,"area":"agents"},{"id":"2506.10728","title":"Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims","created":"2025-06-12","cited_by_count":3,"area":"rag"},{"id":"2402.02084","title":"Revisiting the Markov Property for Machine Translation","created":"2024-02-03","cited_by_count":2,"area":null},{"id":"2410.00359","title":"Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness","created":"2024-10-01","cited_by_count":2,"area":null},{"id":"2411.06606","title":"Gen-AI for User Safety: A Survey","created":"2024-11-10","cited_by_count":2,"area":null},{"id":"2411.17912","title":"Can LLMs plan paths in the real world?","created":"2024-11-26","cited_by_count":2,"area":null},{"id":"2502.20785","title":"GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs","created":"2025-02-28","cited_by_count":2,"area":null},{"id":"2504.09866","title":"PASS-FC: Progressive and Adaptive Search Scheme for Fact Checking of Comprehensive Claims","created":"2025-04-14","cited_by_count":2,"area":null},{"id":"2505.08143","title":"Communication styles and reader preferences of LLM- and human-authored COVID-19 information explanations: a case study","created":"2025-05-13","cited_by_count":2,"area":null},{"id":"2506.07446","title":"Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification","created":"2025-06-09","cited_by_count":2,"area":null},{"id":"2507.08425","title":"A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities","created":"2025-07-11","cited_by_count":2,"area":null},{"id":"2512.02772","title":"Towards Unification of Hallucination Detection and Fact Verification for Large Language Models","created":"2025-12-02","cited_by_count":2,"area":null},{"id":"2601.04631","title":"Beyond the \"Truth\": Investigating Election Rumors on Truth Social During the 2024 Election","created":"2026-01-08","cited_by_count":2,"area":null},{"id":"2602.02569","title":"DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems","created":"2026-01-31","cited_by_count":2,"area":null},{"id":"2605.10357","title":"RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild","created":"2026-05-11","cited_by_count":2,"area":null},{"id":"2605.27858","title":"DecomposeRL: Learning to Ask Useful, Informative, and Diverse Questions for Semi-Supervised, Traceable Claim Verification","created":"2026-05-27","cited_by_count":2,"area":null},{"id":"2407.05599","title":"Generative Debunking of Climate Misinformation","created":"2024-07-08","cited_by_count":1,"area":null},{"id":"2503.16497","title":"Effective Yet Ephemeral Propaganda Defense: There Needs to Be More than One-Shot Inoculation to Enhance Critical Thinking","created":"2025-03-11","cited_by_count":1,"area":null},{"id":"2505.03135","title":"Beyond Retrieval: Improving Evidence Quality for LLM-based Multimodal Fact-Checking","created":"2025-05-06","cited_by_count":1,"area":null},{"id":"2505.15050","title":"Entailed Opinion Matters: Improving the Fact-Checking Performance of Language Models by Relying on their Entailment Ability","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2506.00425","title":"Inter-Passage Verification for Multi-evidence Multi-answer QA","created":"2025-05-31","cited_by_count":1,"area":"rag"},{"id":"2507.17543","title":"Anticipate, Simulate, Reason (ASR): A Comprehensive Generative AI Framework for Combating Messaging Scams","created":"2025-07-23","cited_by_count":1,"area":"lr"},{"id":"2511.01188","title":"ZoFia: Zero-Shot Fake News Detection with Entity-Guided Retrieval and Multi-LLM Interaction","created":"2025-11-03","cited_by_count":1,"area":null},{"id":"2511.20233","title":"REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2512.15793","title":"Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2604.19005","title":"Debating the Unspoken: Role-Anchored Multi-Agent Reasoning for Half-Truth Detection","created":"2026-04-21","cited_by_count":1,"area":null},{"id":"2606.01120","title":"Diagnosing LLM Arbitration Behavior over Pre-evidence Epistemic States in RAG-based Fact-Checking","created":"2026-05-31","cited_by_count":1,"area":null},{"id":"2606.13262","title":"From Verdict to Process: Agentic Reinforcement Learning for Multi-Stage Fact Verification","created":"2026-06-11","cited_by_count":1,"area":"lr"},{"id":"2405.12579","title":"Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction","created":"2024-05-21","cited_by_count":0,"area":"synth"},{"id":"2408.16264","title":"LoraMap: Harnessing the Power of LoRA Connections","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2503.08495","title":"Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models","created":"2025-03-11","cited_by_count":0,"area":null},{"id":"2503.22877","title":"Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models","created":"2025-03-28","cited_by_count":0,"area":"agents"},{"id":"2509.26415","title":"Automatic Fact-checking in English and Telugu","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2510.11277","title":"Towards Real-Time Fake News Detection under Evidence Scarcity","created":"2025-10-13","cited_by_count":0,"area":null},{"id":"2511.04643","title":"When retrieval outperforms generation: Dense evidence retrieval for scalable fake news detection","created":"2025-11-06","cited_by_count":0,"area":null},{"id":"2511.21705","title":"Insight-A: Attribution-aware for Multimodal Misinformation Detection","created":"2025-11-17","cited_by_count":0,"area":null},{"id":"2512.22933","title":"RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild","created":"2025-12-28","cited_by_count":0,"area":null},{"id":"2601.14954","title":"Multimodal rumor detection enhanced by external evidence and forgery features","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2602.10380","title":"The Alignment Bottleneck in Decomposition-Based Claim Verification","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2602.11161","title":"Althea: The Fact-Checking--Metalearning Tradeoff in AI-Assisted Verification","created":"2025-12-29","cited_by_count":0,"area":null},{"id":"2604.06666","title":"A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM","created":"2026-04-08","cited_by_count":0,"area":null},{"id":"2607.17935","title":"DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2607.23581","title":"Verification-Notebook Learning for Source-Aware Multimodal Misinformation Detection","created":"2026-07-26","cited_by_count":0,"area":null},{"id":"2607.29066","title":"Semantics of Subterfuge: Benchmarking Legal Deception Detection Against General-domain State-of-the-Art","created":"2026-07-31","cited_by_count":0,"area":null},{"id":"2608.12877","title":"ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification","created":"2026-08-13","cited_by_count":0,"area":"lr"},{"id":"2609.20838","title":"From Generation to Detection: Exploration of Discourse Driven Scenario based LLM Generated Fake News","created":"2026-07-29","cited_by_count":0,"area":null},{"id":"2609.25833","title":"ARAFA: An LLM-Generated Arabic Fact-Checking Dataset","created":"2026-09-22","cited_by_count":0,"area":null}],"next_cursor":null}