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Hallucination

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TitleStatusHype
On Mitigating Code LLM Hallucinations with API Documentation—0
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection—0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
The Two Sides of the Coin: Hallucination Generation and Detection with LLMs as Evaluators for LLMs—0
Lynx: An Open Source Hallucination Evaluation Model—0
On the Universal Truthfulness Hyperplane Inside LLMsCode0
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models—0
Learning with Instance-Dependent Noisy Labels by Anchor Hallucination and Hard Sample Label Correction—0
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram—0
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention MapsCode2
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation—0
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie WorksheetsCode2
Multi-Object Hallucination in Vision-Language ModelsCode1
Vision-Language Models under Cultural and Inclusive Considerations—0
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise QuestionsCode0
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool—0
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System ResponsesCode0
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?Code1
Code Hallucination—0
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language ModelsCode2
Classification-Based Automatic HDL Code Generation Using LLMs—0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models—0
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering—0
Query-Guided Self-Supervised Summarization of Nursing Notes—0
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