1 code implementation • 29 Nov 2024 • Tian Yu, Shaolei Zhang, Yang Feng
Iterative retrieval refers to the process in which the model continuously queries the retriever during generation to enhance the relevance of the retrieved knowledge, thereby improving the performance of Retrieval-Augmented Generation (RAG).
no code implementations • 27 Mar 2024 • Tian Yu, Yunhe Li, Michael E. Kim, Chenyu Gao, Qi Yang, Leon Y. Cai, Susane M. Resnick, Lori L. Beason-Held, Daniel C. Moyer, Kurt G. Schilling, Bennett A. Landman
Diffusion MRI (dMRI) streamline tractography, the gold standard for in vivo estimation of brain white matter (WM) pathways, has long been considered indicative of macroscopic relationships with WM microstructure.
1 code implementation • 12 Mar 2024 • Tian Yu, Shaolei Zhang, Yang Feng
Although Large Language Models (LLMs) have demonstrated impressive text generation capabilities, they are easily misled by untruthful contexts provided by users or knowledge augmentation tools, leading to hallucinations.
1 code implementation • 27 Feb 2024 • Shaolei Zhang, Tian Yu, Yang Feng
In this paper, we propose TruthX, an inference-time intervention method to activate the truthfulness of LLM by identifying and editing the features within LLM's internal representations that govern the truthfulness.
Ranked #2 on
Question Answering
on TruthfulQA
no code implementations • 11 Jul 2023 • Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang
Guided by the constraints, ConFL is able to generate valid inputs that can pass the verification and explore deeper paths of kernel codes.
no code implementations • 27 Nov 2022 • Ourong Lin, Tian Yu, Yuhan Hou, Yi Zhu, Xilin Liu
In a validation using a public dataset, the prototype developed achieved a FoG detection sensitivity of 88. 8% and an F1 score of 85. 34%, using less than 20 k trainable parameters per sensor node.
no code implementations • 1 Jul 2022 • Tian Yu, Qing Chang
Therefore, it is highly desirable to have a flexible motion planning method, with which robots can adapt to specific task changes in unstructured environments, such as production systems or warehouses, with little or no intervention from non-expert personnel.
no code implementations • 3 Dec 2020 • Tian Yu, Qicheng Sun, Chen Zhao, Jiajia Zhou, Masao Doi
When a capillary channel with corners is wetted by a fluid, there are regions where the fluid fills the whole cross-section and regions where only the corners are filled by the fluid.
Soft Condensed Matter