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Hallucination

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TitleStatusHype
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
Self-training Large Language Models through Knowledge DetectionCode0
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals—0
Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded ConversationsCode0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models—0
DefAn: Definitive Answer Dataset for LLMs Hallucination EvaluationCode0
HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination EvaluationCode0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—0
Progressive Query Expansion for Retrieval Over Cost-constrained Data Sources—0
On the Hallucination in Simultaneous Machine TranslationCode0
Estimating the Hallucination Rate of Generative AI—0
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree PropagationCode0
Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation—0
Robustness Assessment of Mathematical Reasoning in the Presence of Missing and Contradictory Conditions—0
Chaos with Keywords: Exposing Large Language Models Sycophantic Hallucination to Misleading Keywords and Evaluating Defense Strategies—0
Confabulation: The Surprising Value of Large Language Model Hallucinations—0
ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints—0
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework—0
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends—0
Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs—0
How to Explore with Belief: State Entropy Maximization in POMDPs—0
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models—0
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors DetectionCode0
Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination—0
Large Language Model Assisted Optimal Bidding of BESS in FCAS Market: An AI-agent based Approach—0
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