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Hallucination

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Showing 1351–1375 of 1816 papers

TitleStatusHype
Crafting In-context Examples according to LMs' Parametric KnowledgeCode0
Investigating Hallucinations in Pruned Large Language Models for Abstractive SummarizationCode1
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their VulnerabilitiesCode0
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and RectificationCode0
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models—0
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models—0
Insights into Classifying and Mitigating LLMs' Hallucinations—0
Predicting Text Preference Via Structured Comparative Reasoning—0
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided RevisionCode1
AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination EvaluationCode1
Finding and Editing Multi-Modal Neurons in Pre-Trained TransformersCode1
GPT-4V(ision) as A Social Media Analysis Engine—0
Hallucination Augmented Recitations for Language Models—0
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation ModelsCode0
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers—0
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsCode2
CBSiMT: Mitigating Hallucination in Simultaneous Machine Translation with Weighted Prefix-to-Prefix Training—0
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference ChallengesCode1
ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models—0
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check ConsistencyCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
Collaborative Large Language Model for Recommender SystemsCode1
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism—0
Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo LabellingCode4
Brain-like Flexible Visual Inference by Harnessing Feedback-Feedforward AlignmentCode0
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