Summary of Magnifier Prompt: Tackling Multimodal Hallucination Via Extremely Simple Instructions, by Yuhan Fu et al.
Magnifier Prompt: Tackling Multimodal Hallucination via Extremely Simple Instructionsby Yuhan Fu, Ruobing Xie, Jiazhen Liu,…
Summary of Iter-ahmcl: Alleviate Hallucination For Large Language Model Via Iterative Model-level Contrastive Learning, by Huiwen Wu et al.
Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learningby Huiwen Wu, Xiaohan…
Summary of On the Capacity Of Citation Generation by Large Language Models, By Haosheng Qian et al.
On the Capacity of Citation Generation by Large Language Modelsby Haosheng Qian, Yixing Fan, Ruqing…
Summary of Can Structured Data Reduce Epistemic Uncertainty?, by Shriram M S et al.
Can Structured Data Reduce Epistemic Uncertainty?by Shriram M S, Sushmitha S, Gayathri K S, Shahina…
Summary of Honest Ai: Fine-tuning “small” Language Models to Say “i Don’t Know”, and Reducing Hallucination in Rag, by Xinxi Chen et al.
Honest AI: Fine-Tuning “Small” Language Models to Say “I Don’t Know”, and Reducing Hallucination in…
Summary of Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering, by Yuan Sui et al.
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question…
Summary of Pap2pat: Benchmarking Outline-guided Long-text Patent Generation with Patent-paper Pairs, by Valentin Knappich et al.
Pap2Pat: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairsby Valentin Knappich, Simon Razniewski, Anna Hätty,…
Summary of Emma: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment, by Yifei Xing et al.
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignmentby Yifei Xing, Xiangyuan Lan, Ruiping Wang,…
Summary of Investigating and Mitigating Object Hallucinations in Pretrained Vision-language (clip) Models, by Yufang Liu et al.
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Modelsby Yufang Liu, Tao Ji, Changzhi…
Summary of Medhalu: Hallucinations in Responses to Healthcare Queries by Large Language Models, By Vibhor Agarwal et al.
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Modelsby Vibhor Agarwal, Yiqiao Jin,…