{"total":14,"rows":[{"id":"2511.12693","title":"HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models","created":"2025-11-16","cited_by_count":5,"area":"mllm"},{"id":"2602.01047","title":"Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance","created":"2026-02-01","cited_by_count":5,"area":"mllm"},{"id":"2602.05437","title":"Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language Models","created":"2026-02-05","cited_by_count":2,"area":"mllm"},{"id":"2608.03782","title":"KnowHal: A Knowledge-Driven Benchmark for Comprehensive Multimodal Hallucination Evaluation","created":"2026-08-04","cited_by_count":2,"area":"mllm"},{"id":"2601.00269","title":"FaithSCAN: Model-Driven Single-Pass Hallucination Detection for Faithful Visual Question Answering","created":"2026-01-01","cited_by_count":1,"area":"mllm"},{"id":"2601.08557","title":"VideoHEDGE: Entropy-Based Hallucination Detection for Video-VLMs via Semantic Clustering and Spatiotemporal Perturbations","created":"2026-01-13","cited_by_count":1,"area":"mllm"},{"id":"2509.21257","title":"Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation","created":"2025-09-25","cited_by_count":0,"area":"mllm"},{"id":"2607.21105","title":"HalluScope: Fine-grained Hallucination Diagnosis for Multimodal Large Language Models","created":"2026-07-23","cited_by_count":0,"area":"mllm"},{"id":"2607.27667","title":"Witness Evidence Portfolios: Single-Prefill Risk Detection for Closed Multimodal Answers","created":"2026-07-30","cited_by_count":0,"area":"mllm"},{"id":"2608.17084","title":"Uncertainty-Aware Decision Making in Multimodal Large Language Models","created":"2026-08-17","cited_by_count":0,"area":"mllm"},{"id":"2608.29924","title":"Hallucination Mitigation for Large Vision-Language Models via Implicit Feature Stabilization","created":"2026-08-30","cited_by_count":0,"area":"mllm"},{"id":"2609.09206","title":"MLLMs Hallucinate when Information Distribution Drifts in Synergy Heads","created":"2026-09-05","cited_by_count":0,"area":"mllm"},{"id":"2609.22206","title":"Dissecting Training-Free Uncertainty Estimation in Multimodal Large Language Models","created":"2026-09-01","cited_by_count":0,"area":"mllm"},{"id":"2610.11469","title":"SAGE: Sink-Aware Guided Emphasis for Visual Grounding in Vision-Language Decoders","created":"2026-10-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}