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Hallucination

Papers

Showing 10511075 of 1816 papers

TitleStatusHype
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models0
FIHA: Autonomous Hallucination Evaluation in Vision-Language Models with Davidson Scene Graphs0
A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models0
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated ImagesCode0
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks0
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling0
Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB0
Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to GiantCode0
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection0
HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision MakingCode0
SFR-RAG: Towards Contextually Faithful LLMs0
Confidence Estimation for LLM-Based Dialogue State TrackingCode0
Explore the Hallucination on Low-level Perception for MLLMs0
ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models0
Winning Solution For Meta KDD Cup' 240
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications0
Safety challenges of AI in medicine in the era of large language models0
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding0
LLMs Will Always Hallucinate, and We Need to Live With This0
Generating Faithful and Salient Text from Multimodal DataCode0
Detecting Buggy Contracts via Smart Testing0
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering0
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