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Hallucination

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Showing 551–575 of 1816 papers

TitleStatusHype
The Hallucination Tax of Reinforcement Finetuning—0
Aligning Attention Distribution to Information Flow for Hallucination Mitigation in Large Vision-Language Models—0
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents—0
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey—0
Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down—0
Granary: Speech Recognition and Translation Dataset in 25 European Languages—0
Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering—0
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous QueriesCode0
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective—0
Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice—0
Selective Code Generation for Functional Guarantees—0
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation—0
Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models—0
The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models—0
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language ModelsCode0
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?—0
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation—0
Diverging Towards Hallucination: Detection of Failures in Vision-Language Models via Multi-token Aggregation—0
EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language ModelsCode0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges—0
Ornithologist: Towards Trustworthy "Reasoning" about Central Bank Communications—0
The Impact of Large Language Models on Task Automation in Manufacturing Services—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
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