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Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths
Yan Xu
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Lili Mou
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Ge Li
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Yunchuan Chen
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Hao Peng
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Zhi Jin
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Paper Details:
Month: September
Year: 2015
Location: Lisbon, Portugal
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
A Unified Architecture for Semantic Role Labeling and Relation Classification
Jiang Guo
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Wanxiang Che
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Haifeng Wang
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Ting Liu
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Jun Xu
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Improved relation classification by deep recurrent neural networks with data augmentation
Yan Xu
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Ran Jia
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Lili Mou
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Ge Li
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Yunchuan Chen
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Yangyang Lu
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Zhi Jin
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Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network
Jianfei Yu
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Jing Jiang
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Attention-Based Convolutional Neural Network for Semantic Relation Extraction
Yatian Shen
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Xuanjing Huang
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Neural Relation Classification with Text Descriptions
Feiliang Ren
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Di Zhou
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Zhihui Liu
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Yongcheng Li
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Rongsheng Zhao
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Yongkang Liu
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Xiaobo Liang
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Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan
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Chengyu Wang
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Xiaofeng He
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SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke
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Steven Schockaert
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A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
Hao Peng
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Lili Mou
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Ge Li
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Yunchuan Chen
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Yangyang Lu
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Zhi Jin
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A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang
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Yunhai Tong
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Shulei Ma
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Zhi-Hong Deng
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Speculation and Negation Scope Detection via Convolutional Neural Networks
Zhong Qian
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Peifeng Li
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Qiaoming Zhu
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Guodong Zhou
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Zhunchen Luo
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Wei Luo
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Position-aware Attention and Supervised Data Improve Slot Filling
Yuhao Zhang
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Victor Zhong
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Danqi Chen
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Gabor Angeli
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Christopher D. Manning
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Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture
Yuanliang Meng
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Anna Rumshisky
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Alexey Romanov
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End-to-End Neural Relation Extraction with Global Optimization
Meishan Zhang
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Yue Zhang
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Guohong Fu
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Incorporating Relation Paths in Neural Relation Extraction
Wenyuan Zeng
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Yankai Lin
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Zhiyuan Liu
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Maosong Sun
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Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures
Lifu Huang
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Avirup Sil
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Heng Ji
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Radu Florian
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Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
Tianyi Liu
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Xinsong Zhang
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Wanhao Zhou
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Weijia Jia
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Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang
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Peng Qi
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Christopher D. Manning
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Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
Xu Han
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Pengfei Yu
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Zhiyuan Liu
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Maosong Sun
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Peng Li
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Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding
Guanying Wang
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Wen Zhang
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Ruoxu Wang
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Yalin Zhou
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Xi Chen
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Wei Zhang
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Hai Zhu
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Huajun Chen
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Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network
Changzhi Sun
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Yuanbin Wu
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Man Lan
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Shiliang Sun
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Qi Zhang
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Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks
Bonan Min
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Zhuolin Jiang
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Marjorie Freedman
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Ralph Weischedel
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Event Linking with Sentential Features from Convolutional Neural Networks
Sebastian Krause
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Feiyu Xu
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Hans Uszkoreit
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Dirk Weissenborn
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Chinese Relation Classification using Long Short Term Memory Networks
Linrui Zhang
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Dan Moldovan
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A Dataset for Inter-Sentence Relation Extraction using Distant Supervision
Angrosh Mandya
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Danushka Bollegala
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Frans Coenen
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Katie Atkinson
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Global Relation Embedding for Relation Extraction
Yu Su
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Honglei Liu
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Semih Yavuz
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Izzeddin Gür
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Huan Sun
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Xifeng Yan
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Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio
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Tsuneaki Kato
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Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
Ji Wen
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Xu Sun
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Xuancheng Ren
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Qi Su
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Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Rui Cai
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Xiaodong Zhang
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Houfeng Wang
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Investigating LSTMs for Joint Extraction of Opinion Entities and Relations
Arzoo Katiyar
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Claire Cardie
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Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth
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Mirella Lapata
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Natural Language Inference by Tree-Based Convolution and Heuristic Matching
Lili Mou
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Rui Men
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Ge Li
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Yan Xu
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Lu Zhang
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Rui Yan
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Zhi Jin
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Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Suncong Zheng
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Feng Wang
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Hongyun Bao
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Yuexing Hao
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Peng Zhou
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Bo Xu
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Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
Julien Tourille
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Olivier Ferret
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Aurélie Névéol
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Xavier Tannier
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Unsupervised Learning of Distributional Relation Vectors
Shoaib Jameel
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Zied Bouraoui
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Steven Schockaert
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Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism
Xiangrong Zeng
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Daojian Zeng
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Shizhu He
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Kang Liu
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Jun Zhao
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Discovering Implicit Knowledge with Unary Relations
Michael Glass
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Alfio Gliozzo
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Backpropagating through Structured Argmax using a SPIGOT
Hao Peng
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Sam Thomson
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Noah A. Smith
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Automatic Extraction of Commonsense LocatedNear Knowledge
Frank F. Xu
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Bill Yuchen Lin
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Kenny Zhu
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Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng
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Hoifung Poon
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Chris Quirk
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Kristina Toutanova
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Wen-tau Yih
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OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks
Dushyanta Dhyani
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MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network
Di Jin
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Franck Dernoncourt
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Elena Sergeeva
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Matthew McDermott
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Geeticka Chauhan
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SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers
Farhad Nooralahzadeh
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Lilja Øvrelid
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Jan Tore Lønning
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GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification
Sean MacAvaney
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Luca Soldaini
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Arman Cohan
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Nazli Goharian
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Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models
Zhuang Li
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Lizhen Qu
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Qiongkai Xu
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Mark Johnson
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ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction
Nagesh C. Panyam
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Karin Verspoor
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Trevor Cohn
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Rao Kotagiri
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Deep Learning with Minimal Training Data: TurkuNLP Entry in the BioNLP Shared Task 2016
Farrokh Mehryary
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Jari Björne
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Sampo Pyysalo
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Tapio Salakoski
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Filip Ginter
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End-to-End System for Bacteria Habitat Extraction
Farrokh Mehryary
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Kai Hakala
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Suwisa Kaewphan
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Jari Björne
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Tapio Salakoski
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Filip Ginter
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Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text
Dongyun Liang
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Weiran Xu
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Yinge Zhao
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Multi-task Domain Adaptation for Sequence Tagging
Nanyun Peng
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Mark Dredze
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Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
Jari Björne
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Tapio Salakoski
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Syntactic Dependency Representations in Neural Relation Classification
Farhad Nooralahzadeh
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Lilja Øvrelid
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Deep Models for Arabic Dialect Identification on Benchmarked Data
Mohamed Elaraby
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Muhammad Abdul-Mageed
|
http://nlp.stanford.edu/software/lex-parser.shtml
http://sourceforge.net/projects/supersensetag
Field Of Study
Linguistic Trends
Embeddings
Task
Semantic Similarity
Information Extraction
Relation Extraction
Language
English
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