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Hallucination

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Showing 1401–1450 of 1816 papers

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
Mitigating Image Captioning Hallucinations in Vision-Language Models—0
Mitigating Knowledge Conflicts in Language Model-Driven Question Answering—0
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting—0
Mitigating Large Language Model Hallucination with Faithful Finetuning—0
Mitigating LLM Hallucinations via Conformal Abstention—0
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy—0
Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation—0
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance—0
Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration—0
Data-augmented phrase-level alignment for mitigating object hallucination—0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation—0
MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot—0
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models—0
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations—0
Modeling the Hallucinating Brain: A Generative Adversarial Framework—0
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization—0
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization—0
Monitoring Decoding: Mitigating Hallucination via Evaluating the Factuality of Partial Response during Generation—0
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models—0
Multi-agents based User Values Mining for Recommendation—0
Multilingual Fine-Grained News Headline Hallucination Detection—0
Multilingual Hallucination Gaps in Large Language Models—0
Multilingual Prompting for Improving LLM Generation Diversity—0
Multi-Modal Hallucination Control by Visual Information Grounding—0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
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