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Hallucination

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Showing 801–850 of 1816 papers

TitleStatusHype
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text—0
SWIFT:A Scalable lightWeight Infrastructure for Fine-TuningCode11
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-ModelsCode0
FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs—0
Handwritten Code Recognition for Pen-and-Paper CS EducationCode0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language ModelsCode2
MAO: A Framework for Process Model Generation with Multi-Agent Orchestration—0
Improving Zero-Shot ObjectNav with Generative Communication—0
MiniCPM-V: A GPT-4V Level MLLM on Your PhoneCode12
Misinforming LLMs: vulnerabilities, challenges and opportunities—0
Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models—0
Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed InputsCode1
RAGEval: Scenario Specific RAG Evaluation Dataset Generation FrameworkCode3
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation—0
Mitigating Multilingual Hallucination in Large Vision-Language ModelsCode1
DeliLaw: A Chinese Legal Counselling System Based on a Large Language ModelCode2
Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMsCode1
Cost-Effective Hallucination Detection for LLMs—0
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering—0
Automated Review Generation Method Based on Large Language ModelsCode1
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
Enhancing LLM's Cognition via StructurizationCode1
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language ModelsCode0
Generation Constraint Scaling Can Mitigate Hallucination—0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation—0
Shared Imagination: LLMs Hallucinate Alike—0
Multilingual Fine-Grained News Headline Hallucination Detection—0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
MAVEN-Fact: A Large-scale Event Factuality Detection DatasetCode0
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal ReasoningCode1
Text2Place: Affordance-aware Text Guided Human Placement—0
Data-Centric Human Preference Optimization with RationalesCode0
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks—0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models—0
BEAF: Observing BEfore-AFter Changes to Evaluate Hallucination in Vision-language Models—0
Retrieval-Augmented Generation for Natural Language Processing: A Survey—0
Halu-J: Critique-Based Hallucination JudgeCode4
Localizing and Mitigating Errors in Long-form Question AnsweringCode0
What's Wrong? Refining Meeting Summaries with LLM FeedbackCode0
Learning Dynamics of LLM FinetuningCode3
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
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues—0
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive TasksCode1
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