Summary of Usersumbench: a Benchmark Framework For Evaluating User Summarization Approaches, by Chao Wang et al.
UserSumBench: A Benchmark Framework for Evaluating User Summarization Approachesby Chao Wang, Neo Wu, Lin Ning,…
Summary of Convis: Contrastive Decoding with Hallucination Visualization For Mitigating Hallucinations in Multimodal Large Language Models, by Yeji Park et al.
ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Modelsby Yeji…
Summary of Slm Meets Llm: Balancing Latency, Interpretability and Consistency in Hallucination Detection, by Mengya Hu and Rui Xu and Deren Lei and Yaxi Li and Mingyu Wang and Emily Ching and Eslam Kamal and Alex Deng
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detectionby Mengya Hu, Rui Xu,…
Summary of Maple: Enhancing Review Generation with Multi-aspect Prompt Learning in Explainable Recommendation, by Ching-wen Yang et al.
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendationby Ching-Wen Yang, Che Wei…
Summary of Reefknot: a Comprehensive Benchmark For Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models, by Kening Zheng et al.
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language…
Summary of Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability, by Jiri Hron et al.
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectabilityby Jiri Hron,…
Summary of Dialogue Ontology Relation Extraction Via Constrained Chain-of-thought Decoding, by Renato Vukovic et al.
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decodingby Renato Vukovic, David Arps, Carel van Niekerk,…
Summary of Prompting Medical Large Vision-language Models to Diagnose Pathologies by Visual Question Answering, By Danfeng Guo and Demetri Terzopoulos
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answeringby Danfeng Guo, Demetri…
Summary of Cost-effective Hallucination Detection For Llms, by Simon Valentin et al.
Cost-Effective Hallucination Detection for LLMsby Simon Valentin, Jinmiao Fu, Gianluca Detommaso, Shaoyuan Xu, Giovanni Zappella,…
Summary of The Need For Guardrails with Large Language Models in Medical Safety-critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem, by Joe B Hakim et al.
The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence…