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Hallucination

Papers

Showing 851900 of 1816 papers

TitleStatusHype
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models0
Large Language Model with Graph Convolution for Recommendation0
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning0
Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification0
Aligning Attention Distribution to Information Flow for Hallucination Mitigation in Large Vision-Language Models0
GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases0
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models0
Incremental Scene Synthesis0
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors0
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue0
Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG0
Attention-guided Generative Models for Extractive Question Answering0
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions0
Confabulation: The Surprising Value of Large Language Model Hallucinations0
GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games0
Instance-level Facial Attributes Transfer with Geometry-Aware Flow0
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs0
DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models0
GameGPT: Multi-agent Collaborative Framework for Game Development0
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs0
Conditional Hallucinations for Image Compression0
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering0
InternalInspector I^2: Robust Confidence Estimation in LLMs through Internal States0
Interpretable Zero-shot Learning with Infinite Class Concepts0
Attention-Aware Face Hallucination via Deep Reinforcement Learning0
Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs0
LargePiG: Your Large Language Model is Secretly a Pointer Generator0
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram0
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering0
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs0
Comparing Hallucination Detection Metrics for Multilingual Generation0
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models0
A Topic-level Self-Correctional Approach to Mitigate Hallucinations in MLLMs0
Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models0
Aligner: Efficient Alignment by Learning to Correct0
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing0
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs0
From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models0
Comparing Computational Architectures for Automated Journalism0
Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning0
DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs0
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models0
``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?!0
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing Agents0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models0
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment0
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement0
Do Androids Know They're Only Dreaming of Electric Sheep?0
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering0
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