Span-based Joint Entity and Relation Extraction with Transformer Pre-training

17 September 2019

Papers citing "Span-based Joint Entity and Relation Extraction with Transformer Pre-training"

33 / 33 papers shown

Title
A Position Paper on the Automatic Generation of Machine Learning Leaderboards Roelien C Timmer Yufang Hou Stephen Wan 140 0 0 23 May 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach Rochana Chaturvedi Peyman Baghershahi Sourav Medya Barbara Di Eugenio 79 0 0 23 Mar 2025
Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model Li Yuan Yi Cai Junsheng Huang VLM 58 2 0 18 Oct 2024
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 81 8 0 07 Oct 2023
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 43 589 0 25 Oct 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 57 580 0 08 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 426 24,160 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 122 1,953 0 24 Jul 2019
Neural Metric Learning for Fast End-to-End Relation Extraction Tung Tran Ramakanth Kavuluru 55 37 0 17 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 63 346 0 14 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 94 962 0 07 May 2019
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 39 314 0 05 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 88 2,948 0 26 Mar 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 93 495 0 05 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 57 97 0 04 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 146 3,714 0 09 Jan 2019
End-to-end neural relation extraction using deep biaffine attention Dat Quoc Nguyen Karin Verspoor 46 78 0 29 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
A Span Selection Model for Semantic Role Labeling Hiroki Ouchi Hiroyuki Shindo Yuji Matsumoto 41 96 0 04 Oct 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 91 674 0 29 Aug 2018
Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder GAN 54 174 0 21 Aug 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 90 188 0 12 May 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 70 372 0 20 Apr 2018
Higher-order Coreference Resolution with Coarse-to-fine Inference Kenton Lee Luheng He Luke Zettlemoyer BDL 57 469 0 15 Apr 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction Pat Verga Emma Strubell Andrew McCallum 54 256 0 28 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 130 11,520 0 15 Feb 2018
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 71 891 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 501 129,831 0 12 Jun 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 73 614 0 07 Jun 2017
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 125 1,186 0 05 Jan 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 157 7,683 0 31 Aug 2015
Relation Classification via Recurrent Neural Network Dongxu Zhang Dong Wang 65 346 0 05 Aug 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 408 27,205 0 01 Sep 2014