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REflex: Flexible Framework for Relation Extraction in Multiple Domains

19 June 2019

Geeticka Chauhan

Matthew B. A. McDermott

Peter Szolovits

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Papers citing "REflex: Flexible Framework for Relation Extraction in Multiple Domains"

30 / 30 papers shown

Title
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 170 1,983 0 06 Apr 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing Mark Neumann Daniel King Iz Beltagy Bridger Waleed Ammar 68 686 0 20 Feb 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 178 5,672 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 136 728 0 26 Sep 2018
Convolutional Gated Recurrent Units for Medical Relation Classification Bin He Y. Guan Rui Dai MedIm 45 12 0 29 Jul 2018
A hybrid deep learning approach for medical relation extraction Veera Raghavendra Chikka K. Karlapalem 38 10 0 26 Jun 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 58 46 0 27 May 2018
Classifying medical relations in clinical text via convolutional neural networks Bin He Y. Guan Rui Dai 43 66 0 17 May 2018
ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction Jonathan Rotsztejn Nora Hollenstein Ce Zhang 45 28 0 05 Apr 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 97 4,845 0 04 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 84 437 0 31 Jul 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 79 699 0 13 Jun 2017
Comparative Study of CNN and RNN for Natural Language Processing Wenpeng Yin Katharina Kann Mo Yu Hinrich Schütze 77 992 0 07 Feb 2017
Relation extraction from clinical texts using domain invariant convolutional neural network Sunil Kumar Sahu Ashish Anand Krishnadev Oruganty M. Gattu OOD 59 93 0 30 Jun 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel Benjamin Roth Hinrich Schütze 36 46 0 16 Mar 2016
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation Yan Xu Ran Jia Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 68 212 0 14 Jan 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 0 05 Jan 2016
Combining Neural Networks and Log-linear Models to Improve Relation Extraction Thien Huu Nguyen R. Grishman 63 101 0 18 Nov 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,130 0 04 Sep 2015
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 61 660 0 15 Aug 2015
Relation Classification via Recurrent Neural Network Dongxu Zhang Dong Wang 85 346 0 05 Aug 2015
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling Kun Xu Yansong Feng Songfang Huang Dongyan Zhao 67 296 0 25 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 74 234 0 02 Jun 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 85 578 0 24 Apr 2015
Hyperparameter Search in Machine Learning Marc Claesen B. De Moor 69 441 0 07 Feb 2015
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 106 3,559 0 08 Apr 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 369 7,957 0 13 Jun 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011