Molecular Structure Extraction From Documents Using Deep Learning

Molecular Structure Extraction From Documents Using Deep Learning

14 February 2018

Papers citing "Molecular Structure Extraction From Documents Using Deep Learning"

15 / 15 papers shown

Title
Towards Large-scale Chemical Reaction Image Parsing via a Multimodal Large Language Model Yufan Chen Ching Ting Leung Jianwei Sun Yong Huang Linyan Li Hao Chen Hanyu Gao 66 0 0 11 Mar 2025
MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild Xi Fang Jiankun Wang X. Cai Shangqian Chen Shuwen Yang Lin Yao Linfeng Zhang Guolin Ke Linfeng Zhang Guolin Ke 50 1 0 17 Nov 2024
OpenChemIE: An Information Extraction Toolkit For Chemistry Literature Vincent Fan Yujie Qian Alex Wang Amber Wang Connor W. Coley Regina Barzilay 31 10 0 01 Apr 2024
MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition Yufan Chen Ching Ting Leung Yong Huang Jianwei Sun Hao Chen Hanyu Gao ViT 24 6 0 06 Mar 2024
ChemScraper: Leveraging PDF Graphics Instructions for Molecular Diagram Parsing A. Shah Bryan Amador Abhisek Dey Ming Creekmore Blake Ocampo Scott Denmark R. Zanibbi GNN 42 1 0 20 Nov 2023
MolGrapher: Graph-based Visual Recognition of Chemical Structures Lucas Morin Martin Danelljan M. I. Agea A. Nassar Valéry Weber Ingmar Meijer Peter W. J. Staar F. I. F. Richard Yu GNN 25 10 0 23 Aug 2023
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing Yujie Qian Jiang Guo Zhengkai Tu Connor W. Coley Regina Barzilay GNN 19 17 0 19 May 2023
MolScribe: Robust Molecular Structure Recognition with Image-To-Graph Generation Yujie Qian Jiang Guo Zhengkai Tu Zhening Li Connor W. Coley Regina Barzilay 19 44 0 28 May 2022
Image-to-Graph Transformers for Chemical Structure Recognition Sang-yong Yoo Ohyun Kwon Hoshik Lee GNN ViT MedIm 14 12 0 19 Feb 2022
Artificial Intelligence in Drug Discovery: Applications and Techniques Jianyuan Deng Zhibo Yang Iwao Ojima Dimitris Samaras Fusheng Wang AI4TS 21 100 0 09 Jun 2021
End-to-End Attention-based Image Captioning Carola Sundaramoorthy Lin Ziwen Kelvin Mahak Sarin Shubham Gupta ViT 22 6 0 30 Apr 2021
Self-Labeling of Fully Mediating Representations by Graph Alignment M. Oldenhof Adam Arany Yves Moreau Jaak Simm 15 2 0 25 Mar 2021
ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning M. Oldenhof Adam Arany Yves Moreau Jaak Simm GNN 23 51 0 23 Feb 2020
Probabilistic Generative Deep Learning for Molecular Design Daniel T. Chang BDL AI4CE 47 7 0 11 Feb 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015