Summary of Measuring and Reducing Llm Hallucination Without Gold-standard Answers, by Jiaheng Wei et al.
Measuring and Reducing LLM Hallucination without Gold-Standard Answersby Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi…
Summary of Mitigating Object Hallucination in Large Vision-language Models Via Classifier-free Guidance, by Linxi Zhao and Yihe Deng and Weitong Zhang and Quanquan Gu
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidanceby Linxi Zhao, Yihe Deng, Weitong…
Summary of A Systematic Review Of Data-to-text Nlg, by Chinonso Cynthia Osuji et al.
A Systematic Review of Data-to-Text NLGby Chinonso Cynthia Osuji, Thiago Castro Ferreira, Brian DavisFirst submitted…
Summary of Prismatic Vlms: Investigating the Design Space Of Visually-conditioned Language Models, by Siddharth Karamcheti et al.
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Modelsby Siddharth Karamcheti, Suraj Nair, Ashwin…
Summary of G-retriever: Retrieval-augmented Generation For Textual Graph Understanding and Question Answering, by Xiaoxin He et al.
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answeringby Xiaoxin He, Yijun Tian, Yifei…
Summary of Gemini Goes to Med School: Exploring the Capabilities Of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations, by Ankit Pal et al.
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical…
Summary of Unified Hallucination Detection For Multimodal Large Language Models, by Xiang Chen and Chenxi Wang and Yida Xue and Ningyu Zhang and Xiaoyan Yang and Qiang Li and Yue Shen and Lei Liang and Jinjie Gu and Huajun Chen
Unified Hallucination Detection for Multimodal Large Language Modelsby Xiang Chen, Chenxi Wang, Yida Xue, Ningyu…
Summary of Efficient Non-parametric Uncertainty Quantification For Black-box Large Language Models and Decision Planning, by Yao-hung Hubert Tsai et al.
Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planningby Yao-Hung Hubert Tsai,…
Summary of A Survey on Hallucination in Large Vision-language Models, by Hanchao Liu and Wenyuan Xue and Yifei Chen and Dapeng Chen and Xiutian Zhao and Ke Wang and Liping Hou and Rongjun Li and Wei Peng
A Survey on Hallucination in Large Vision-Language Modelsby Hanchao Liu, Wenyuan Xue, Yifei Chen, Dapeng…
Summary of K-qa: a Real-world Medical Q&a Benchmark, by Itay Manes et al.
K-QA: A Real-World Medical Q&A Benchmarkby Itay Manes, Naama Ronn, David Cohen, Ran Ilan Ber,…