{"total":20,"rows":[{"id":"2510.06265","title":"Large Language Models Hallucination: A Comprehensive Survey","created":"2025-10-05","cited_by_count":49,"area":null},{"id":"2603.16459","title":"DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning","created":"2026-03-17","cited_by_count":15,"area":null},{"id":"2510.01274","title":"TraceDet: Hallucination Detection from the Decoding Trace of Diffusion Large Language Models","created":"2025-09-30","cited_by_count":8,"area":null},{"id":"2509.13154","title":"LLM Hallucination Detection: A Fast Fourier Transform Method Based on Hidden Layer Temporal Signals","created":"2025-09-16","cited_by_count":4,"area":null},{"id":"2601.10398","title":"LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries","created":"2026-01-15","cited_by_count":3,"area":null},{"id":"2506.02696","title":"Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations","created":"2025-06-03","cited_by_count":2,"area":null},{"id":"2604.04743","title":"Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations","created":"2026-04-06","cited_by_count":2,"area":null},{"id":"2509.23580","title":"LLM Hallucination Detection: HSAD","created":"2025-09-28","cited_by_count":1,"area":null},{"id":"2602.06031","title":"AP-OOD: Attention Pooling for Out-of-Distribution Detection","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2604.02830","title":"GRADE: Probing Knowledge Gaps in LLMs through Gradient Subspace Dynamics","created":"2026-04-03","cited_by_count":1,"area":null},{"id":"2604.26139","title":"HIVE: Hidden-Evidence Verification for Hallucination Detection in Diffusion Large Language Models","created":"2026-04-28","cited_by_count":1,"area":null},{"id":"2606.06959","title":"OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios","created":"2026-06-05","cited_by_count":1,"area":null},{"id":"2607.07670","title":"Does Bielik Know What It Doesn't Know? Activation Dispersion Separates Entity Familiarity from Factual Reliability Across Model Scale","created":"2026-07-08","cited_by_count":1,"area":null},{"id":"2509.11151","title":"AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions","created":"2025-09-14","cited_by_count":0,"area":null},{"id":"2509.17932","title":"Training-free Truthfulness Detection via Sparse MLP Value Vectors","created":"2025-09-22","cited_by_count":0,"area":null},{"id":"2602.14529","title":"Disentangling Deception and Hallucination Failures in LLMs","created":"2026-02-16","cited_by_count":0,"area":null},{"id":"2603.14313","title":"Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Models","created":"2026-03-15","cited_by_count":0,"area":null},{"id":"2605.03971","title":"Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2606.00301","title":"FLaG: Fine-Grained Latent Grouping for Hallucination Detection","created":"2026-05-29","cited_by_count":0,"area":null},{"id":"2607.13568","title":"Graded Entity-Familiarity Readouts in Language Models: Polish Adaptation, Cross-Language Robustness, and Refusal Steering","created":"2026-07-15","cited_by_count":0,"area":null}],"next_cursor":null}