Classifying Relations by Ranking with Convolutional Neural Networks

24 April 2015

Papers citing "Classifying Relations by Ranking with Convolutional Neural Networks"

43 / 43 papers shown

Title
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction Hao Zhang Yang Liu Xiaoyan Liu Tianming Liang Gaurav Sharma Liang Xue Maozu Guo 29 1 0 29 Oct 2023
SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention Hao Zhang 30 0 0 06 Apr 2023
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 36 18 0 29 Dec 2022
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 18 4 0 20 Dec 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 32 5 0 19 May 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 27 3 0 15 Mar 2021
Deep Neural Network Based Relation Extraction: An Overview Hailin Wang Ke Qin R. Zakari Guoming Lu Jin Yin 63 64 0 06 Jan 2021
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao Jun Kuang Ming Gao Aoying Zhou Yonggang Wen Tat-Seng Chua 33 21 0 27 Nov 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 48 60 0 08 Jun 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 18 6 0 22 Apr 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction Christoph Alt Aleksandra Gabryszak Leonhard Hennig NAI 13 34 0 17 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 27 132 0 07 Apr 2020
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning Tuan Ngo Nguyen Franck Dernoncourt Thien Huu Nguyen 12 5 0 04 Nov 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision Yannis Papanikolaou Ian Roberts Andrea Pierleoni ViT 9 21 0 01 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 16 21 0 31 Oct 2019
Fine-tune Bert for DocRED with Two-step Process Hong Wang C. Focke Rob Sylvester Nilesh Mishra Luu Anh Tuan 22 115 0 26 Sep 2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text Kui Xue Yangming Zhou Zhiyuan Ma Tong Ruan Huanhuan Zhang Ping He 14 88 0 21 Aug 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data Wei Ye Bo Li Rui Xie Zhonghao Sheng Long Chen Shikun Zhang 15 37 0 21 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 11 442 0 14 Jun 2019
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing Joohong Lee Sang-gyu Seo Y. Choi 17 116 0 23 Jan 2019
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction Yujin Yuan Liyuan Liu Siliang Tang Zhongfei Zhang Yueting Zhuang Shiliang Pu Fei Wu Xiang Ren 22 65 0 27 Dec 2018
Multi-labeled Relation Extraction with Attentive Capsule Network Xinsong Zhang Pengshuai Li Weijia Jia Zhao Hai 21 67 0 11 Nov 2018
Document Informed Neural Autoregressive Topic Models with Distributional Prior Pankaj Gupta Yatin Chaudhary Florian Buettner Hinrich Schütze 11 53 0 15 Sep 2018
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Luis Espinosa-Anke Steven Schockaert DRL 30 19 0 18 Aug 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking Shikhar Murty Pat Verga Luke Vilnis Irena Radovanovic Andrew McCallum 27 91 0 13 Jul 2018
Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training Xu Han Zhiyuan Liu Maosong Sun 19 16 0 28 May 2018
Classifying medical relations in clinical text via convolutional neural networks Bin He Y. Guan Rui Dai 24 66 0 17 May 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 9 371 0 20 Apr 2018
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text Jingjing Xu Ji Wen Xu Sun Qi Su 25 55 0 19 Nov 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 19 508 0 12 Aug 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 42 581 0 25 Jul 2017
Brain Intelligence: Go Beyond Artificial Intelligence Huimin Lu Yujie Li Min Chen Hyoungseop Kim S. Serikawa 22 950 0 04 Jun 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 22 293 0 20 Apr 2017
Deep Learning applied to NLP Marc Moreno Lopez Jugal Kalita VLM 9 161 0 09 Mar 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 25 125 0 15 Jan 2017
Incorporating Relation Paths in Neural Relation Extraction Wenyuan Zeng Yankai Lin Zhiyuan Liu Maosong Sun 18 86 0 23 Sep 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding Ngoc Thang Vu 16 60 0 24 Jun 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel Benjamin Roth Hinrich Schütze 14 46 0 16 Mar 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 14 38 0 24 Feb 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,128 0 02 Oct 2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley Mo Yu Mark Dredze CoGe 30 173 0 10 May 2015
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification Kazuma Hashimoto Pontus Stenetorp Makoto Miwa Yoshimasa Tsuruoka 28 53 0 28 Feb 2015