RAG / 检索增强生成

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models

Meng Cao, Pengfei Hu, Yingyao Wang, Jihao Gu, Haoran Tang, Haoze Zhao, Chen Wang, Jiahua Dong, Wangbo Yu, Ge Zhang, Jun Song, Xiang Li, Bo Zheng, Ian Reid, Xiaodan Liang

专题命中 RAG评测 ：retrieval-augmented generation(abstract)

Adaptive Backtracking for Privacy Protection in Large Language Models

Zhihao Yao, Yuxuan Gu, Xiachong Feng, Weitao Ma, Bo Li, Xiaocheng Feng

专题命中 RAG评测 ：retrieval-augmented generation(abstract)

Key-Augmented Neural Triggers for Knowledge Sharing

Alex Wolf, Marco Edoardo Palma, Pooja Rani, Harald C. Gall

专题命中 RAG评测 ：RAG(abstract)

MRG-Bench: Evaluating and Exploring the Requirements of Context for Repository-Level Code Generation

Haiyang Li

专题命中 RAG评测 ：RAG(abstract)

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework

Yanli Jin, Chunpei Li, Peng Fan, Peng Liu, Xianxian Li, Chen Liu, Wangjie Qiu

专题命中 RAG评测 ：retrieval-augmented generation(abstract)

Comments 10 pages, 8 figures

ORION Grounded in Context: Retrieval-Based Method for Hallucination Detection

Assaf Gerner, Netta Madvil, Nadav Barak, Alex Zaikman, Jonatan Liberman, Liron Hamra, Rotem Brazilay, Shay Tsadok, Yaron Friedman, Neal Harow, Noam Bressler, Shir Chorev, Philip Tannor

机构 * Deepchecks 纠错

专题命中 RAG评测 ：RAG(abstract)

Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation

Aditya S Ellendula, Chandrajit Bajaj

机构 * University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

专题命中 RAG评测 ：retrieval-augmented generation(abstract)

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Guangyi Liu, Pengxiang Zhao, Liang Liu, Zhiming Chen, Yuxiang Chai, Shuai Ren, Hao Wang, Shibo He, Wenchao Meng

专题命中 RAG评测 ：knowledge retrieval(abstract)

Comments 23 pages, 16 figures, the project resources are available at https://lgy0404.github.io/LearnAct

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Nabeel Seedat, Caterina Tozzi, Andrea Hita Ardiaca, Mihaela van der Schaar, James Weatherall, Adam Taylor

专题命中 RAG评测 ：RAG(abstract)

Validation Requirements for AI-based Intervention-Evaluation in Aging and Longevity Research and Practice

Georg Fuellen, Anton Kulaga, Sebastian Lobentanzer, Maximilian Unfried, Roberto Avelar, Daniel Palmer, Brian K. Kennedy

专题命中 RAG评测 ：retrieval-augmented generation(abstract)

Comments 11 pages, 1 Figure, 1 Table

Journal ref Ageing Research Reviews (2025), 104, 102617

Boosting Cybersecurity Vulnerability Scanning based on LLM-supported Static Application Security Testing

Mete Keltek, Rong Hu, Mohammadreza Fani Sani, Ziyue Li

专题命中 RAG评测 ：knowledge retrieval(abstract)

Comments Under Review of IEEE SaTML 2024

ChatGPT Inaccuracy Mitigation during Technical Report Understanding: Are We There Yet?

Salma Begum Tamanna, Gias Uddin, Song Wang, Lan Xia, Longyu Zhang

专题命中 RAG评测 ：RAG(abstract)

Journal ref 47th IEEE/ACM International Conference on Software Engineering (ICSE 2025)

Beyond Flashcards: Designing an Intelligent Assistant for USMLE Mastery and Virtual Tutoring in Medical Education (A Study on Harnessing Chatbot Technology for Personalized Step 1 Prep)

Ritwik Raj Saxena

专题命中 RAG评测 ：RAG(abstract)

Comments 42 pages, 15 figures, 1 table

Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric Learning

Michael Tang, David Shustin

专题命中 RAG评测 ：retriever(abstract)

Multi-class Brain Tumor Segmentation using Graph Attention Network

Dhrumil Patel, Dhruv Patel, Rudra Saxena, Thangarajah Akilan

专题命中 RAG评测 ：RAG(abstract)

How does light move in a generic metric-affine background?

Lucas T. Santana, Maurício O. Calvão, Ribamar R. R. Reis, Beatriz B. Siffert

专题命中 RAG评测 ：retriever(abstract)

Comments 6 pages, 1 figure

Journal ref Physical Review D 95, 061501(R) (2017)