PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using
Transfer Learning

PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning

25 February 2021

Kostadin Mishev

Milos Jovanovik

Papers citing "PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning"

16 / 16 papers shown

Title
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 200 19,824 0 23 Oct 2019
Portuguese Named Entity Recognition using BERT-CRF Fábio Souza Rodrigo Nogueira R. Lotufo 26 254 0 23 Sep 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 154 8,386 0 19 Jun 2019
Simple BERT Models for Relation Extraction and Semantic Role Labeling Peng Shi Jimmy J. Lin VLM 41 445 0 10 Apr 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 105 5,579 0 25 Jan 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 56 1,154 0 22 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 751 93,936 0 11 Oct 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 41 1,280 0 20 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 70 11,520 0 15 Feb 2018
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning Xuan Wang Yu Zhang Xiang Ren Yuhao Zhang Marinka Zitnik Jingbo Shang C. Langlotz Jiawei Han 35 250 0 30 Jan 2018
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 52 891 0 21 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 278 129,831 0 12 Jun 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 189 3,999 0 04 Mar 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 62 1,890 0 26 Nov 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 52 1,665 0 26 Aug 2015
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 91 7,711 0 02 Mar 2011