Exploring Chemical Space using Natural Language Processing Methodologies
for Drug Discovery

Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery

10 February 2020

Hakime Öztürk

Arzucan Özgür

Elif Özkirimli

Papers citing "Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery"

11 / 11 papers shown

Title
MetaMolGen: A Neural Graph Motif Generation Model for De Novo Molecular Design Zimo Yan Jie Zhang Zheng Xie Chang-rui Liu Y. Liu Yiping Song 20 0 0 22 Apr 2025
The Jungle of Generative Drug Discovery: Traps, Treasures, and Ways Out Rıza Özçelik F. Grisoni 29 0 0 24 Dec 2024
Efficient Evolutionary Search Over Chemical Space with Large Language Models Haorui Wang Marta Skreta C. Ser Wenhao Gao Lingkai Kong ... Yanqiao Zhu Yuanqi Du Alán Aspuru-Guzik Kirill Neklyudov Chao Zhang 31 10 0 23 Jun 2024
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 6 14 0 16 Nov 2023
Bayesian Optimization of Catalysts With In-context Learning M. C. Ramos Shane S. Michtavy Marc D. Porosoff Andrew D. White BDL 13 30 0 11 Apr 2023
Socio-economic landscape of digital transformation & public NLP systems: A critical review Satyam Mohla Anupam Guha 16 1 0 04 Apr 2023
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks P. Schwaller Daniel Probst Alain C. Vaucher Vishnu H. Nair D. Kreutter Teodoro Laino J. Reymond 119 220 0 09 Dec 2020
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models Daniil Polykovskiy Alexander Zhebrak Benjamín Sánchez-Lengeling Sergey Golovanov Oktai Tatanov ... Simon Johansson Hongming Chen Sergey I. Nikolenko Alán Aspuru-Guzik Alex Zhavoronkov ELM 151 628 0 29 Nov 2018
Conditional molecular design with deep generative models Seokho Kang Kyunghyun Cho BDL 138 182 0 30 Apr 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 208 7,687 0 17 Aug 2015
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 77 2,974 0 04 Mar 2010