{"total":38,"rows":[{"id":"2311.05232","title":"A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions","created":"2023-11-09","cited_by_count":1601,"area":null},{"id":"2309.01219","title":"Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models","created":"2023-09-03","cited_by_count":698,"area":null},{"id":"2306.08302","title":"Unifying Large Language Models and Knowledge Graphs: A Roadmap","created":"2023-06-14","cited_by_count":668,"area":null},{"id":"2403.08319","title":"Knowledge Conflicts for LLMs: A Survey","created":"2024-03-13","cited_by_count":283,"area":null},{"id":"2509.04664","title":"Why Language Models Hallucinate","created":"2025-09-04","cited_by_count":220,"area":null},{"id":"2209.11326","title":"Towards Faithful Model Explanation in NLP: A Survey","created":"2022-09-22","cited_by_count":130,"area":null},{"id":"2307.06908","title":"Generating Benchmarks for Factuality Evaluation of Language Models","created":"2023-07-13","cited_by_count":105,"area":null},{"id":"2310.11829","title":"Graph Foundation Models: Concepts, Opportunities and Challenges","created":"2023-10-18","cited_by_count":103,"area":null},{"id":"2404.11457","title":"Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era","created":"2024-04-17","cited_by_count":98,"area":null},{"id":"2406.11813","title":"How Do Large Language Models Acquire Factual Knowledge During Pretraining?","created":"2024-06-17","cited_by_count":90,"area":null},{"id":"2401.03205","title":"The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models","created":"2024-01-06","cited_by_count":88,"area":null},{"id":"2211.05994","title":"A Survey of Knowledge Enhanced Pre-trained Language Models","created":"2022-11-11","cited_by_count":76,"area":null},{"id":"2401.05778","title":"Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems","created":"2024-01-11","cited_by_count":66,"area":null},{"id":"2308.13198","title":"Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons","created":"2023-08-25","cited_by_count":56,"area":null},{"id":"2407.15017","title":"Knowledge Mechanisms in Large Language Models: A Survey and Perspective","created":"2024-07-22","cited_by_count":51,"area":null},{"id":"2305.13252","title":"\"According to ...\": Prompting Language Models Improves Quoting from Pre-Training Data","created":"2023-05-22","cited_by_count":42,"area":null},{"id":"2310.16570","title":"Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models","created":"2023-10-25","cited_by_count":32,"area":null},{"id":"2303.07616","title":"The Life Cycle of Knowledge in Big Language Models: A Survey","created":"2023-03-14","cited_by_count":23,"area":null},{"id":"2310.08256","title":"Impact of Co-occurrence on Factual Knowledge of Large Language Models","created":"2023-10-12","cited_by_count":19,"area":null},{"id":"2402.11441","title":"InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration","created":"2024-02-18","cited_by_count":19,"area":null},{"id":"2503.08588","title":"BiasEdit: Debiasing Stereotyped Language Models via Model Editing","created":"2025-03-11","cited_by_count":18,"area":null},{"id":"2312.01700","title":"Data Management For Training Large Language Models: A Survey","created":"2023-12-04","cited_by_count":17,"area":null},{"id":"2504.12691","title":"Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations","created":"2025-04-17","cited_by_count":15,"area":null},{"id":"2302.06975","title":"A Review of the Role of Causality in Developing Trustworthy AI Systems","created":"2023-02-14","cited_by_count":14,"area":null},{"id":"2407.10153","title":"Look Within, Why LLMs Hallucinate: A Causal Perspective","created":"2024-07-14","cited_by_count":11,"area":null},{"id":"2305.01876","title":"Causality-aware Concept Extraction based on Knowledge-guided Prompting","created":"2023-05-03","cited_by_count":8,"area":null},{"id":"2402.01453","title":"The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs","created":"2024-02-02","cited_by_count":7,"area":null},{"id":"2404.16659","title":"ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling","created":"2024-04-25","cited_by_count":7,"area":null},{"id":"2305.13782","title":"Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks","created":"2023-05-23","cited_by_count":5,"area":null},{"id":"2410.16977","title":"IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing","created":"2024-10-22","cited_by_count":5,"area":null},{"id":"2404.09338","title":"Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models","created":"2024-04-14","cited_by_count":4,"area":null},{"id":"2310.04910","title":"Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering","created":"2023-10-07","cited_by_count":3,"area":null},{"id":"2510.16096","title":"Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization","created":"2025-10-17","cited_by_count":3,"area":null},{"id":"2511.07318","title":"When Bias Pretends to Be Truth: How Spurious Correlations Undermine Hallucination Detection in LLMs","created":"2025-11-10","cited_by_count":3,"area":null},{"id":"2506.02058","title":"Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know?","created":"2025-06-01","cited_by_count":2,"area":null},{"id":"2412.01131","title":"A Comprehensive Evaluation of Semantic Relation Knowledge of Pretrained Language Models and Humans","created":"2024-12-02","cited_by_count":1,"area":null},{"id":"2503.19482","title":"KSHSeek: Data-Driven Approaches to Mitigating and Detecting Knowledge-Shortcut Hallucinations in Generative Models","created":"2025-03-25","cited_by_count":1,"area":null},{"id":"2401.14166","title":"BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction","created":"2024-01-25","cited_by_count":0,"area":null}],"next_cursor":null}