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Hallucination

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Showing 1651–1700 of 1816 papers

TitleStatusHype
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers—0
Listening to Patients: A Framework of Detecting and Mitigating Patient Misreport for Medical Dialogue Generation—0
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models—0
LLM Agents for Education: Advances and Applications—0
LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs—0
INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection—0
LLM Hallucination Reasoning with Zero-shot Knowledge Test—0
LLM-Powered Agents for Navigating Venice's Historical Cadastre—0
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG—0
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks—0
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought—0
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation—0
LLMs Prompted for Graphs: Hallucinations and Generative Capabilities—0
LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine—0
LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries—0
LLMs Will Always Hallucinate, and We Need to Live With This—0
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation—0
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models—0
Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs—0
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs—0
Logical Consistency of Large Language Models in Fact-checking—0
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models—0
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models—0
Look Within, Why LLMs Hallucinate: A Causal Perspective—0
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models—0
Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused—0
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training—0
LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network—0
Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost—0
Lynx: An Open Source Hallucination Evaluation Model—0
M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation—0
Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions—0
Machine Mirages: Defining the Undefined—0
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness—0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
Magnifier Prompt: Tackling Multimodal Hallucination via Extremely Simple Instructions—0
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection—0
Manipulating Attributes of Natural Scenes via Hallucination—0
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation—0
Map&Make: Schema Guided Text to Table Generation—0
MARCO: Multi-Agent Real-time Chat Orchestration—0
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations—0
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection—0
Maximum Hallucination Standards for Domain-Specific Large Language Models—0
Meaningless is better: hashing bias-inducing words in LLM prompts improves performance in logical reasoning and statistical learning—0
Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing—0
Measuring and Reducing LLM Hallucination without Gold-Standard Answers—0
Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments—0
Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation—0
Measuring the Inconsistency of Large Language Models in Preferential Ranking—0
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