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Hallucination

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TitleStatusHype
What does it take to get state of the art in simultaneous speech-to-speech translation?—0
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context—0
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models—0
When Not to Answer: Evaluating Prompts on GPT Models for Effective Abstention in Unanswerable Math Word Problems—0
When Thinking LLMs Lie: Unveiling the Strategic Deception in Representations of Reasoning Models—0
When to Speak, When to Abstain: Contrastive Decoding with Abstention—0
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models—0
Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis—0
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations—0
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries—0
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents—0
Winning Solution For Meta KDD Cup' 24—0
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models—0
Word Alignment as Preference for Machine Translation—0
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning—0
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling—0
Zero-Shot Multi-task Hallucination Detection—0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
100% Elimination of Hallucinations on RAGTruth for GPT-4 and GPT-3.5 Turbo—0
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval—0
Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection—0
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding—0
Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support—0
Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models—0
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine—0
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