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Hallucination

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Showing 801–850 of 1816 papers

TitleStatusHype
Configuration Validation with Large Language Models—0
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers—0
`Generalization is hallucination' through the lens of tensor completions—0
An Audit on the Perspectives and Challenges of Hallucinations in NLP—0
DeepRetro: Retrosynthetic Pathway Discovery using Iterative LLM Reasoning—0
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models—0
Aligning Attention Distribution to Information Flow for Hallucination Mitigation in Large Vision-Language Models—0
GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases—0
HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs—0
HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees—0
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models—0
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors—0
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG—0
Deep Visual Anomaly detection with Negative Learning—0
Attention-guided Generative Models for Extractive Question Answering—0
``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?!—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension—0
How to Explore with Belief: State Entropy Maximization in POMDPs—0
Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors—0
Confabulation: The Surprising Value of Large Language Model Hallucinations—0
H-POPE: Hierarchical Polling-based Probing Evaluation of Hallucinations in Large Vision-Language Models—0
GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games—0
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs—0
Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models—0
Hyperbolic Learning with Synthetic Captions for Open-World Detection—0
GameGPT: Multi-agent Collaborative Framework for Game Development—0
DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning—0
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models—0
Identity-Aware Deep Face Hallucination via Adversarial Face Verification—0
Conditional Hallucinations for Image Compression—0
Attention-Aware Face Hallucination via Deep Reinforcement Learning—0
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models—0
IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models—0
JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation—0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models—0
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram—0
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering—0
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs—0
Comparing Hallucination Detection Metrics for Multilingual Generation—0
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models—0
Improved Single Camera BEV Perception Using Multi-Camera Training—0
A Topic-level Self-Correctional Approach to Mitigate Hallucinations in MLLMs—0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation—0
Aligner: Efficient Alignment by Learning to Correct—0
Improving Factuality with Explicit Working Memory—0
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs—0
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models—0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models—0
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