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Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations
Raphael Hoffmann
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Congle Zhang
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Xiao Ling
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Luke Zettlemoyer
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Daniel S. Weld
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Paper Details:
Month: June
Year: 2011
Location: Portland, Oregon, USA
Venue:
ACL |
Citations
URL
Prior-informed Distant Supervision for Temporal Evidence Classification
Ridho Reinanda
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Maarten de Rijke
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Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction
Yang Liu
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Kang Liu
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Liheng Xu
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Jun Zhao
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Relation Classification via Convolutional Deep Neural Network
Daojian Zeng
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Kang Liu
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Siwei Lai
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Guangyou Zhou
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Jun Zhao
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Linking Named Entities to Any Database
Avirup Sil
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Ernest Cronin
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Penghai Nie
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Yinfei Yang
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Ana-Maria Popescu
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Alexander Yates
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Multi-instance Multi-label Learning for Relation Extraction
Mihai Surdeanu
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Julie Tibshirani
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Ramesh Nallapati
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Christopher D. Manning
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Open Language Learning for Information Extraction
Mausam
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Michael Schmitz
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Stephen Soderland
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Robert Bart
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Oren Etzioni
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Weakly Supervised Training of Semantic Parsers
Jayant Krishnamurthy
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Tom Mitchell
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Monte Carlo MCMC: Efficient Inference by Approximate Sampling
Sameer Singh
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Michael Wick
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Andrew McCallum
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Combining Generative and Discriminative Model Scores for Distant Supervision
Benjamin Roth
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Dietrich Klakow
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Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
Jason Weston
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Antoine Bordes
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Oksana Yakhnenko
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Nicolas Usunier
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Semantic Parsing on Freebase from Question-Answer Pairs
Jonathan Berant
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Andrew Chou
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Roy Frostig
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Percy Liang
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Harvesting Parallel News Streams to Generate Paraphrases of Event Relations
Congle Zhang
|
Daniel S. Weld
|
NaturalLI: Natural Logic Inference for Common Sense Reasoning
Gabor Angeli
|
Christopher D. Manning
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Analysing recall loss in named entity slot filling
Glen Pink
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Joel Nothman
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James R. Curran
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Combining Distant and Partial Supervision for Relation Extraction
Gabor Angeli
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Julie Tibshirani
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Jean Wu
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Christopher D. Manning
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A convex relaxation for weakly supervised relation extraction
Édouard Grave
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Knowledge Graph and Text Jointly Embedding
Zhen Wang
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Jianwen Zhang
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Jianlin Feng
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Zheng Chen
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Type-Aware Distantly Supervised Relation Extraction with Linked Arguments
Mitchell Koch
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John Gilmer
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Stephen Soderland
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Daniel S. Weld
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Joint Inference for Knowledge Base Population
Liwei Chen
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Yansong Feng
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Jinghui Mo
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Songfang Huang
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Dongyan Zhao
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Noisy Or-based model for Relation Extraction using Distant Supervision
Ajay Nagesh
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Gholamreza Haffari
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Ganesh Ramakrishnan
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Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts
Jiwei Li
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Alan Ritter
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Claire Cardie
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Eduard Hovy
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Modeling Relation Paths for Representation Learning of Knowledge Bases
Yankai Lin
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Zhiyuan Liu
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Huanbo Luan
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Maosong Sun
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Siwei Rao
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Song Liu
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Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning
Isabelle Augenstein
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Andreas Vlachos
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Diana Maynard
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Joint Mention Extraction and Classification with Mention Hypergraphs
Wei Lu
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Dan Roth
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Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction
Matt Gardner
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Tom Mitchell
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Nested Propositions in Open Information Extraction
Nikita Bhutani
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H. V. Jagadish
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Dragomir Radev
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Jointly Embedding Knowledge Graphs and Logical Rules
Shu Guo
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Quan Wang
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Lihong Wang
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Bin Wang
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Li Guo
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TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter
Jeniya Tabassum
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Alan Ritter
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Wei Xu
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The Structured Weighted Violations Perceptron Algorithm
Rotem Dror
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Roi Reichart
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Tsung-Hsien Wen
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Milica Gašić
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Nikola Mrkšić
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Lina M. Rojas-Barahona
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Pei-Hao Su
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Stefan Ultes
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David Vandyke
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Steve Young
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Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
Liyuan Liu
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Xiang Ren
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Qi Zhu
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Shi Zhi
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Huan Gui
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Heng Ji
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Jiawei Han
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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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Adversarial Training for Relation Extraction
Yi Wu
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David Bamman
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Stuart Russell
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Context-Aware Representations for Knowledge Base Relation Extraction
Daniil Sorokin
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Iryna Gurevych
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A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction
Tianyu Liu
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Kexiang Wang
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Baobao Chang
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Zhifang Sui
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Deep Residual Learning for Weakly-Supervised Relation Extraction
Yi Yao Huang
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William Yang Wang
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NITE: A Neural Inductive Teaching Framework for Domain Specific NER
Siliang Tang
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Ning Zhang
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Jinjiang Zhang
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Fei Wu
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Yueting Zhuang
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Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Yixin Cao
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Lei Hou
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Juanzi Li
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Zhiyuan Liu
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Chengjiang Li
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Xu Chen
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Tiansi Dong
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Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
Ningyu Zhang
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Shumin Deng
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Zhanling Sun
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Xi Chen
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Wei Zhang
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Huajun Chen
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RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth
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Rishabh Joshi
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Sai Suman Prayaga
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Chiranjib Bhattacharyya
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Partha Talukdar
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Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
Hai Wang
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Hoifung Poon
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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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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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FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
Xu Han
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Hao Zhu
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Pengfei Yu
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Ziyun Wang
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Yuan Yao
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Zhiyuan Liu
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Maosong Sun
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Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
Bonan Min
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Marjorie Freedman
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Talya Meltzer
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Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks
Bonan Min
|
Zhuolin Jiang
|
Marjorie Freedman
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Ralph Weischedel
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Zero-Shot Relation Extraction via Reading Comprehension
Omer Levy
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Minjoon Seo
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Eunsol Choi
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Luke Zettlemoyer
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Relation Extraction with Matrix Factorization and Universal Schemas
Sebastian Riedel
|
Limin Yao
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Andrew McCallum
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Benjamin M. Marlin
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Distant Supervision for Relation Extraction with an Incomplete Knowledge Base
Bonan Min
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Ralph Grishman
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Li Wan
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Chang Wang
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David Gondek
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Reducing Annotation Effort on Unbalanced Corpus based on Cost Matrix
Wencan Luo
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Diane Litman
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Joel Chan
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Diamonds in the Rough: Event Extraction from Imperfect Microblog Data
Ander Intxaurrondo
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Eneko Agirre
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Oier Lopez de Lacalle
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Mihai Surdeanu
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Grounded Semantic Parsing for Complex Knowledge Extraction
Ankur P. Parikh
|
Hoifung Poon
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Kristina Toutanova
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Optimizing Multivariate Performance Measures for Learning Relation Extraction Models
Gholamreza Haffari
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Ajay Nagesh
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Ganesh Ramakrishnan
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Injecting Logical Background Knowledge into Embeddings for Relation Extraction
Tim Rocktäschel
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Sameer Singh
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Sebastian Riedel
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Exploring Relational Features and Learning under Distant Supervision for Information Extraction Tasks
Ajay Nagesh
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Effective Crowd Annotation for Relation Extraction
Angli Liu
|
Stephen Soderland
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Jonathan Bragg
|
Christopher H. Lin
|
Xiao Ling
|
Daniel S. Weld
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Cross-Domain Mining of Argumentative Text through Distant Supervision
Khalid Al-Khatib
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Henning Wachsmuth
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Matthias Hagen
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Jonas Köhler
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Benno Stein
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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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Bootstrapping Generators from Noisy Data
Laura Perez-Beltrachini
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Mirella Lapata
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Reducing Wrong Labels in Distant Supervision for Relation Extraction
Shingo Takamatsu
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Issei Sato
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Hiroshi Nakagawa
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Big Data versus the Crowd: Looking for Relationships in All the Right Places
Ce Zhang
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Feng Niu
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Christopher Ré
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Jude Shavlik
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Pattern Learning for Relation Extraction with a Hierarchical Topic Model
Enrique Alfonseca
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Katja Filippova
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Jean-Yves Delort
|
Guillermo Garrido
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Grounded Unsupervised Semantic Parsing
Hoifung Poon
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Paraphrase-Driven Learning for Open Question Answering
Anthony Fader
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Luke Zettlemoyer
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Oren Etzioni
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Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction
Wei Xu
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Raphael Hoffmann
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Le Zhao
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Ralph Grishman
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Towards Accurate Distant Supervision for Relational Facts Extraction
Xingxing Zhang
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Jianwen Zhang
|
Junyu Zeng
|
Jun Yan
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Zheng Chen
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Zhifang Sui
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Weakly Supervised User Profile Extraction from Twitter
Jiwei Li
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Alan Ritter
|
Eduard Hovy
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Zero-shot Entity Extraction from Web Pages
Panupong Pasupat
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Percy Liang
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Encoding Relation Requirements for Relation Extraction via Joint Inference
Liwei Chen
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Yansong Feng
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Songfang Huang
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Yong Qin
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Dongyan Zhao
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Medical Relation Extraction with Manifold Models
Chang Wang
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James Fan
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Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
Jayant Krishnamurthy
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Tom M. Mitchell
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Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction
Xianpei Han
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Le Sun
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Infusion of Labeled Data into Distant Supervision for Relation Extraction
Maria Pershina
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Bonan Min
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Wei Xu
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Ralph Grishman
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Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang
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William W. Cohen
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Scalable Semantic Parsing with Partial Ontologies
Eunsol Choi
|
Tom Kwiatkowski
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Luke Zettlemoyer
|
evision PDF of 'Neural Relation Extraction with Selective Attention over Instances
Yankai Lin
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Shiqi Shen
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Zhiyuan Liu
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Huanbo Luan
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Maosong Sun
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TransG : A Generative Model for Knowledge Graph Embedding
Han Xiao
|
Minlie Huang
|
Xiaoyan Zhu
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Question Answering on Freebase via Relation Extraction and Textual Evidence
Kun Xu
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Siva Reddy
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Yansong Feng
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Songfang Huang
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Dongyan Zhao
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Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo
|
Yansong Feng
|
Zheng Wang
|
Zhanxing Zhu
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Songfang Huang
|
Rui Yan
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Dongyan Zhao
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Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Suncong Zheng
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Feng Wang
|
Hongyun Bao
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Yuexing Hao
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Peng Zhou
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Bo Xu
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Jointly Extracting Relations with Class Ties via Effective Deep Ranking
Hai Ye
|
Wenhan Chao
|
Zhunchen Luo
|
Zhoujun Li
|
Feature-Rich Networks for Knowledge Base Completion
Alexandros Komninos
|
Suresh Manandhar
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DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
Pengda Qin
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Weiran Xu
|
William Yang Wang
|
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
Pengda Qin
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Weiran Xu
|
William Yang Wang
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Efficient Large-Scale Neural Domain Classification with Personalized Attention
Young-Bum Kim
|
Dongchan Kim
|
Anjishnu Kumar
|
Ruhi Sarikaya
|
Exploiting Parallel News Streams for Unsupervised Event Extraction
Congle Zhang
|
Stephen Soderland
|
Daniel S. Weld
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Design Challenges for Entity Linking
Xiao Ling
|
Sameer Singh
|
Daniel S. Weld
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Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis
Claudio Delli Bovi
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Luca Telesca
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Roberto Navigli
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A Supervised Semantic Parsing with Lexicon Extension and Syntactic Constraint
Zhihua Liao
|
Qixian Zeng
|
Qiyun Wang
|
Philosophers are Mortal: Inferring the Truth of Unseen Facts
Gabor Angeli
|
Christopher Manning
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Dynamic Knowledge-Base Alignment for Coreference Resolution
Jiaping Zheng
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Luke Vilnis
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Sameer Singh
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Jinho D. Choi
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Andrew McCallum
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Applying UMLS for Distantly Supervised Relation Detection
Roland Roller
|
Mark Stevenson
|
A language-independent method for the extraction of RDF verbalization templates
Basil Ell
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Andreas Harth
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Application-Driven Relation Extraction with Limited Distant Supervision
Andreas Vlachos
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Stephen Clark
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Seed Selection for Distantly Supervised Web-Based Relation Extraction
Isabelle Augenstein
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Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen
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Ralph Grishman
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Using Graphs of Classifiers to Impose Constraints on Semi-supervised Relation Extraction
Lidong Bing
|
William Cohen
|
Bhuwan Dhingra
|
Richard Wang
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Distantly Supervised Attribute Detection from Reviews
Lisheng Fu
|
Pablo Barrio
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http://opennlp.sourceforge.net/
http://cs.uw.edu/homes/raphaelh/mr
Field Of Study
Task
Information Extraction
Approach
Graphical Model
Language
English
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