1 code implementation • 29 Dec 2023 • Ning Dai, Wei Yu Tang, Tianshuo Zhou, David H. Mathews, Liang Huang
We then use gradient descent-based optimization methods to improve the extended objective function, and the distribution will gradually shrink towards a one-hot sequence (i. e., a single sequence).
1 code implementation • 14 Nov 2023 • Tianshuo Zhou, Wei Yu Tang, David H. Mathews, Liang Huang
RNA design is the search for a sequence or set of sequences that will fold into predefined structures, also known as the inverse problem of RNA folding.
1 code implementation • 21 Oct 2023 • Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu
To facilitate the multi-modal retrieval tasks, we build the ClueWeb22-MM dataset based on the ClueWeb22 dataset, which regards anchor texts as queries, and exacts the related text and image documents from anchor-linked web pages.
no code implementations • 11 Oct 2019 • Tianshuo Zhou, Ziyang Li, Gong Cheng, Jun Wang, Yu'Ang Wei
The model applies to meta-path based relevance where a meta-path characterizes a particular type of semantics of relating the query entity to answer entities.