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Hallucination

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Showing 1101–1150 of 1816 papers

TitleStatusHype
Enhanced document retrieval with topic embeddings—0
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs—0
Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making—0
Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused—0
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions—0
Plan with Code: Comparing approaches for robust NL to DSL generation—0
CodeMirage: Hallucinations in Code Generated by Large Language Models—0
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability—0
Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection—0
Reference-free Hallucination Detection for Large Vision-Language Models—0
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text—0
FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs—0
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-ModelsCode0
Handwritten Code Recognition for Pen-and-Paper CS EducationCode0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
MAO: A Framework for Process Model Generation with Multi-Agent Orchestration—0
Improving Zero-Shot ObjectNav with Generative Communication—0
Misinforming LLMs: vulnerabilities, challenges and opportunities—0
Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models—0
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation—0
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering—0
Cost-Effective Hallucination Detection for LLMs—0
Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate—0
VILA^2: VILA Augmented VILA—0
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries—0
LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation—0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language ModelsCode0
Generation Constraint Scaling Can Mitigate Hallucination—0
Shared Imagination: LLMs Hallucinate Alike—0
Multilingual Fine-Grained News Headline Hallucination Detection—0
Text2Place: Affordance-aware Text Guided Human Placement—0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
MAVEN-Fact: A Large-scale Event Factuality Detection DatasetCode0
Data-Centric Human Preference Optimization with RationalesCode0
Retrieval-Augmented Generation for Natural Language Processing: A Survey—0
BEAF: Observing BEfore-AFter Changes to Evaluate Hallucination in Vision-language Models—0
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models—0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks—0
Localizing and Mitigating Errors in Long-form Question AnsweringCode0
What's Wrong? Refining Meeting Summaries with LLM FeedbackCode0
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval—0
GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework—0
Look Within, Why LLMs Hallucinate: A Causal Perspective—0
On Mitigating Code LLM Hallucinations with API Documentation—0
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues—0
The Two Sides of the Coin: Hallucination Generation and Detection with LLMs as Evaluators for LLMs—0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection—0
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