Improving Chemical Named Entity Recognition in Patents with
Contextualized Word Embeddings

Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings

5 July 2019

Dat Quoc Nguyen

Camilo Thorne

Christian Druckenbrodt

Karin Verspoor

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Papers citing "Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings"

12 / 12 papers shown

Title
MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures Lucas Morin Valéry Weber A. Nassar Gerhard Ingmar Meijer Luc Van Gool Yawei Li Peter W. J. Staar 89 2 0 20 Mar 2025
Predictive Chemistry Augmented with Text Retrieval Yujie Qian Zhening Li Zhengkai Tu Connor W. Coley Regina Barzilay 48 9 0 08 Dec 2023
Stress Testing BERT Anaphora Resolution Models for Reaction Extraction in Chemical Patents Chieling Yueh Evangelos Kanoulas Bruno Martins Camilo Thorne S. Akhondi 29 0 0 23 Jun 2023
An Intellectual Property Entity Recognition Method Based on Transformer and Technological Word Information Yuhui Wang Junping Du Yingxia Shao ViT 58 0 0 21 Mar 2022
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning Xintong Zhao Steven Lopez S. Saikin Xiaohua Hu Jane Greenberg 13 4 0 27 Sep 2021
Stress Test Evaluation of Biomedical Word Embeddings Vladimir Araujo Andrés Carvallo Carlos Aspillaga C. Thorne Denis Parra 35 8 0 24 Jul 2021
Word Embeddings for Chemical Patent Natural Language Processing Camilo Thorne S. Akhondi 23 5 0 24 Oct 2020
Named entity recognition in chemical patents using ensemble of contextual language models J. Copara Nona Naderi J. Knafou Patrick Ruch Douglas Teodoro 63 23 0 24 Jul 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? Hongyu Lin Yaojie Lu Jialong Tang Xianpei Han Le Sun Zhicheng Wei Nicholas Jing Yuan 52 14 0 25 Apr 2020
SciWING -- A Software Toolkit for Scientific Document Processing Abhinav Ramesh Kashyap Min-Yen Kan 33 5 0 08 Apr 2020
Autonomous discovery in the chemical sciences part II: Outlook Connor W. Coley Natalie S. Eyke K. Jensen 91 175 0 30 Mar 2020
Autonomous discovery in the chemical sciences part I: Progress Connor W. Coley Natalie S. Eyke K. Jensen 71 218 0 30 Mar 2020