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Hallucination

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Showing 751–775 of 1816 papers

TitleStatusHype
Safety challenges of AI in medicine in the era of large language models—0
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications—0
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding—0
LLMs Will Always Hallucinate, and We Need to Live With This—0
Detecting Buggy Contracts via Smart Testing—0
Generating Faithful and Salient Text from Multimodal DataCode0
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering—0
Vietnamese Legal Information Retrieval in Question-Answering System—0
Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned ModelsCode0
CLUE: Concept-Level Uncertainty Estimation for Large Language Models—0
Improved Single Camera BEV Perception Using Multi-Camera Training—0
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyCode0
What does it take to get state of the art in simultaneous speech-to-speech translation?—0
Understanding Multimodal Hallucination with Parameter-Free Representation AlignmentCode0
Towards Empathetic Conversational Recommender SystemsCode1
Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data—0
LLMs Prompted for Graphs: Hallucinations and Generative Capabilities—0
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path ReasoningCode1
UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches—0
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological ImagesCode0
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge DistillationCode3
Negation Blindness in Large Language Models: Unveiling the NO Syndrome in Image Generation—0
Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation—0
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering—0
Genetic Approach to Mitigate Hallucination in Generative IRCode0
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