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Hallucination

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Showing 126–150 of 1816 papers

TitleStatusHype
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM HallucinationsCode0
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
Selective Code Generation for Functional Guarantees—0
Granary: Speech Recognition and Translation Dataset in 25 European Languages—0
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous QueriesCode0
Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down—0
Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering—0
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
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
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation—0
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?—0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—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
Phare: A Safety Probe for Large Language ModelsCode1
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
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
Beyond the Black Box: Interpretability of LLMs in Finance—0
The Impact of Large Language Models on Task Automation in Manufacturing Services—0
A Multimodal Multi-Agent Framework for Radiology Report Generation—0
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