NLPExplorer

Multi-instance Multi-label Learning for Relation Extraction

Mihai Surdeanu | Julie Tibshirani | Ramesh Nallapati | Christopher D. Manning |

Paper Details:

Month: July
Year: 2012
Location: Jeju Island, Korea
Venue: CoNLL | EMNLP |

Citations

URL

Prior-informed Distant Supervision for Temporal Evidence Classification
Ridho Reinanda | Maarten de Rijke |

Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction
Yang Liu | Kang Liu | Liheng Xu | Jun Zhao |

Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks
Xiaotian Jiang | Quan Wang | Peng Li | Bin Wang |

Relation Induction in Word Embeddings Revisited
Zied Bouraoui | Shoaib Jameel | Steven Schockaert |

Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs
Minh Nguyen | Thien Huu Nguyen |

Combining Generative and Discriminative Model Scores for Distant Supervision
Benjamin Roth | Dietrich Klakow |

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
Jason Weston | Antoine Bordes | Oksana Yakhnenko | Nicolas Usunier |

Semantic Parsing on Freebase from Question-Answer Pairs
Jonathan Berant | Andrew Chou | Roy Frostig | Percy Liang |

NaturalLI: Natural Logic Inference for Common Sense Reasoning
Gabor Angeli | Christopher D. Manning |

Analysing recall loss in named entity slot filling
Glen Pink | Joel Nothman | James R. Curran |

Combining Distant and Partial Supervision for Relation Extraction
Gabor Angeli | Julie Tibshirani | Jean Wu | Christopher D. Manning |

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction
Kai-Wei Chang | Wen-tau Yih | Bishan Yang | Christopher Meek |

A convex relaxation for weakly supervised relation extraction
Édouard Grave |

Knowledge Graph and Text Jointly Embedding
Zhen Wang | Jianwen Zhang | Jianlin Feng | Zheng Chen |

Type-Aware Distantly Supervised Relation Extraction with Linked Arguments
Mitchell Koch | John Gilmer | Stephen Soderland | Daniel S. Weld |

Noisy Or-based model for Relation Extraction using Distant Supervision
Ajay Nagesh | Gholamreza Haffari | Ganesh Ramakrishnan |

Corpus-level Fine-grained Entity Typing Using Contextual Information
Yadollah Yaghoobzadeh | Hinrich Schütze |

Knowledge Base Unification via Sense Embeddings and Disambiguation
Claudio Delli Bovi | Luis Espinosa-Anke | Roberto Navigli |

Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning
Isabelle Augenstein | Andreas Vlachos | Diana Maynard |

Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction
Matt Gardner | Tom Mitchell |

Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng | Kang Liu | Yubo Chen | Jun Zhao |

CORE: Context-Aware Open Relation Extraction with Factorization Machines
Fabio Petroni | Luciano Del Corro | Rainer Gemulla |

Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley | Mo Yu | Mark Dredze |

TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter
Jeniya Tabassum | Alan Ritter | Wei Xu |

Incorporating Relation Paths in Neural Relation Extraction
Wenyuan Zeng | Yankai Lin | Zhiyuan Liu | Maosong Sun |

Adversarial Training for Relation Extraction
Yi Wu | David Bamman | Stuart Russell |

Context-Aware Representations for Knowledge Base Relation Extraction
Daniil Sorokin | Iryna Gurevych |

A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction
Tianyu Liu | Kexiang Wang | Baobao Chang | Zhifang Sui |

Deep Residual Learning for Weakly-Supervised Relation Extraction
Yi Yao Huang | William Yang Wang |

Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective
Qing Zhang | Houfeng Wang |

Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
Tianyi Liu | Xinsong Zhang | Wanhao Zhou | Weijia Jia |

Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction
Jinhua Du | Jingguang Han | Andy Way | Dadong Wan |

Automated Verb Sense Labelling Based on Linked Lexical Resources
Kostadin Cholakov | Judith Eckle-Kohler | Iryna Gurevych |

Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
Bonan Min | Marjorie Freedman | Talya Meltzer |

Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
Patrick Verga | Arvind Neelakantan | Andrew McCallum |

Distant Supervision for Relation Extraction beyond the Sentence Boundary
Chris Quirk | Hoifung Poon |

Noise Mitigation for Neural Entity Typing and Relation Extraction
Yadollah Yaghoobzadeh | Heike Adel | Hinrich Schütze |

Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks
Bonan Min | Zhuolin Jiang | Marjorie Freedman | Ralph Weischedel |

Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text
Desh Raj | Sunil Sahu | Ashish Anand |

Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances
Silvia Necşulescu | Sara Mendes | Núria Bel |

A Dataset for Inter-Sentence Relation Extraction using Distant Supervision
Angrosh Mandya | Danushka Bollegala | Frans Coenen | Katie Atkinson |

Revisiting Distant Supervision for Relation Extraction
Tingsong Jiang | Jing Liu | Chin-Yew Lin | Zhifang Sui |

Relation Extraction with Matrix Factorization and Universal Schemas
Sebastian Riedel | Limin Yao | Andrew McCallum | Benjamin M. Marlin |

Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim | Minwoo Jeong | Karl Stratos | Ruhi Sarikaya |

Diamonds in the Rough: Event Extraction from Imperfect Microblog Data
Ander Intxaurrondo | Eneko Agirre | Oier Lopez de Lacalle | Mihai Surdeanu |

Optimizing Multivariate Performance Measures for Learning Relation Extraction Models
Gholamreza Haffari | Ajay Nagesh | Ganesh Ramakrishnan |

Injecting Logical Background Knowledge into Embeddings for Relation Extraction
Tim Rocktäschel | Sameer Singh | Sebastian Riedel |

Exploring Relational Features and Learning under Distant Supervision for Information Extraction Tasks
Ajay Nagesh |

Relation Extraction from Community Generated Question-Answer Pairs
Denis Savenkov | Wei-Lwun Lu | Jeff Dalton | Eugene Agichtein |

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel | Benjamin Roth | Hinrich Schütze |

Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction
Wei Xu | Raphael Hoffmann | Le Zhao | Ralph Grishman |

Weakly Supervised User Profile Extraction from Twitter
Jiwei Li | Alan Ritter | Eduard Hovy |

Zero-shot Entity Extraction from Web Pages
Panupong Pasupat | Percy Liang |

Medical Relation Extraction with Manifold Models
Chang Wang | James Fan |

Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction
Xianpei Han | Le Sun |

Infusion of Labeled Data into Distant Supervision for Relation Extraction
Maria Pershina | Bonan Min | Wei Xu | Ralph Grishman |

DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data
Johannes Daxenberger | Oliver Ferschke | Iryna Gurevych | Torsten Zesch |

Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang | William W. Cohen |

Improving distant supervision using inference learning
Roland Roller | Eneko Agirre | Aitor Soroa | Mark Stevenson |

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 |

Self-Crowdsourcing Training for Relation Extraction
Azad Abad | Moin Nabi | Alessandro Moschitti |

Ultra-Fine Entity Typing
Eunsol Choi | Omer Levy | Yejin Choi | Luke Zettlemoyer |

DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
Pengda Qin | Weiran Xu | William Yang Wang |

Discovering Implicit Knowledge with Unary Relations
Michael Glass | Alfio Gliozzo |

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
Pengda Qin | Weiran Xu | William Yang Wang |

Exploiting Parallel News Streams for Unsupervised Event Extraction
Congle Zhang | Stephen Soderland | Daniel S. Weld |

Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis
Claudio Delli Bovi | Luca Telesca | Roberto Navigli |

Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations
Diego Marcheggiani | Ivan Titov |

A Distant Supervision Approach to Semantic Role Labeling
Peter Exner | Marcus Klang | Pierre Nugues |

Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models
Zhuang Li | Lizhen Qu | Qiongkai Xu | Mark Johnson |

Philosophers are Mortal: Inferring the Truth of Unseen Facts
Gabor Angeli | Christopher Manning |

A language-independent method for the extraction of RDF verbalization templates
Basil Ell | Andreas Harth |

Seed Selection for Distantly Supervised Web-Based Relation Extraction
Isabelle Augenstein |

Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman |

Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts
Roland Roller | Mark Stevenson |

Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding
Ramesh Nallapati | Radu Florian |

Using Graphs of Classifiers to Impose Constraints on Semi-supervised Relation Extraction
Lidong Bing | William Cohen | Bhuwan Dhingra | Richard Wang |

SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction
Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Dane Bell | Mihai Surdeanu |

Towards Never Ending Language Learning for Morphologically Rich Languages
Kseniya Buraya | Lidia Pivovarova | Sergey Budkov | Andrey Filchenkov |

Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction
Gang Li | Cathy Wu | K. Vijay-Shanker |

DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
Sheng Chen | Akshay Soni | Aasish Pappu | Yashar Mehdad |

Zero-shot Relation Classification as Textual Entailment
Abiola Obamuyide | Andreas Vlachos |

Distantly Supervised Attribute Detection from Reviews
Lisheng Fu | Pablo Barrio |

http://nlp

Field Of Study

Task

Information Extraction Relation Extraction

Language

Chinese English

Dataset

Blogs

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