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Hallucination

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Showing 1301–1325 of 1816 papers

TitleStatusHype
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking—0
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models—0
Reducing hallucination in structured outputs via Retrieval-Augmented Generation—0
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMsCode0
An Audit on the Perspectives and Challenges of Hallucinations in NLP—0
BRAVE: Broadening the visual encoding of vision-language models—0
MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models—0
Characterizing Multimodal Long-form Summarization: A Case Study on Financial ReportsCode0
SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination DetectionCode0
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning—0
Hyperbolic Learning with Synthetic Captions for Open-World Detection—0
HaVTR: Improving Video-Text Retrieval Through Augmentation Using Large Foundation Models—0
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback—0
SLPL SHROOM at SemEval2024 Task 06: A comprehensive study on models ability to detect hallucinationCode0
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition DynamicsCode0
On the Limitations of Large Language Models (LLMs): False Attribution—0
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping—0
Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM HallucinationsCode0
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation—0
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination DetectionCode0
Mitigating LLM Hallucinations via Conformal Abstention—0
Scalable Model Editing via Customized Expert NetworksCode0
ALOHa: A New Measure for Hallucination in Captioning Models—0
Hallucination Diversity-Aware Active Learning for Text Summarization—0
Extracting Norms from Contracts Via ChatGPT: Opportunities and Challenges—0
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