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Hallucination

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TitleStatusHype
DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration—0
AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language ModelsCode0
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics—0
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsCode0
TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance—0
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos—0
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds—0
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in SummarizationCode0
Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach—0
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language ModelsCode0
Can Large Language Models Play Games? A Case Study of A Self-Play Approach—0
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation—0
ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues—0
Effectiveness Assessment of Recent Large Vision-Language Models—0
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification—0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word ProblemCode0
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth DatasetCode0
The Claude 3 Model Family: Opus, Sonnet, Haiku—0
Quantity Matters: Towards Assessing and Mitigating Number Hallucination in Large Vision-Language Models—0
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering—0
Self-Consistent Decoding for More Factual Open ResponsesCode0
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection—0
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models—0
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models—0
Navigating Hallucinations for Reasoning of Unintentional Activities—0
Editing Factual Knowledge and Explanatory Ability of Medical Large Language ModelsCode0
Collaborative decoding of critical tokens for boosting factuality of large language models—0
Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScoreCode0
Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models—0
Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM ResponsesCode0
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation—0
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models—0
AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation—0
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMsCode0
Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware—0
Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models—0
CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean—0
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language ModelsCode0
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer—0
DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language ModelsCode0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data—0
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation—0
Emergence and dynamics of delusions and hallucinations across stages in early psychosis—0
GOOD: Towards Domain Generalized Orientated Object Detection—0
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification—0
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations—0
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking—0
M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation—0
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