Popular Co-Authors

Sebastian Riedel (11)

Michael Wick (6)

Limin Yao (6)

Sameer Singh (6)

David Belanger (5)

Aron Culotta (5)

Arvind Neelakantan (5)

Patrick Verga (4)

Emma Strubell (4)

Charles Sutton (4)

Venues

WS (18)

EMNLP (13)

HLT (11)

ACL (10)

NAACL (9)

CONLL (7)

IJCNLP (3)

BioNLP (2)

2017

Pdf Export Search Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
[E17-1013]: Rajarshi Das | Arvind Neelakantan | David Belanger | Andrew McCallum

Pdf Export Search Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
[E17-1058]: Patrick Verga | Arvind Neelakantan | Andrew McCallum

Pdf Export Search Dependency Parsing with Dilated Iterated Graph CNNs
[W17-4301]: Emma Strubell | Andrew McCallum

Pdf Export Search Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
[D17-1282]: Emma Strubell | Patrick Verga | David Belanger | Andrew McCallum

Pdf Export Search Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks
[P17-2057]: Rajarshi Das | Manzil Zaheer | Siva Reddy | Andrew McCallum

Pdf Export Search SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications
[S17-2091]: Isabelle Augenstein | Mrinal Das | Sebastian Riedel | Lakshmi Vikraman | Andrew McCallum

2016

Pdf Export Search Multilingual Relation Extraction using Compositional Universal Schema
[N16-1103]: Patrick Verga | David Belanger | Emma Strubell | Benjamin Roth | Andrew McCallum

Pdf Export Search Incorporating Selectional Preferences in Multi-hop Relation Extraction
[W16-1304]: Rajarshi Das | Arvind Neelakantan | David Belanger | Andrew McCallum

Pdf Export Search Row-less Universal Schema
[W16-1312]: Patrick Verga | Andrew McCallum

Pdf Export Search Call for Discussion: Building a New Standard Dataset for Relation Extraction Tasks
[W16-1317]: Teresa Martin | Fiete Botschen | Ajay Nagesh | Andrew McCallum

2015

Pdf Export Search Note Learning Dynamic Feature Selection for Fast Sequential Prediction
[P15-1015]: Emma Strubell | Luke Vilnis | Kate Silverstein | Andrew McCallum

Pdf Export Search Compositional Vector Space Models for Knowledge Base Completion
[P15-1016]: Arvind Neelakantan | Benjamin Roth | Andrew McCallum

2014

Pdf Export Search Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space
[D14-1113]: Arvind Neelakantan | Jeevan Shankar | Alexandre Passos | Andrew McCallum

Pdf Export Search Learning Soft Linear Constraints with Application to Citation Field Extraction
[P14-1056]: Sam Anzaroot | Alexandre Passos | David Belanger | Andrew McCallum

Pdf Export Search Lexicon Infused Phrase Embeddings for Named Entity Resolution
[W14-1609]: Alexandre Passos | Vineet Kumar | Andrew McCallum

2013

Pdf Export Search Relation Extraction with Matrix Factorization and Universal Schemas
[N13-1008]: Sebastian Riedel | Limin Yao | Andrew McCallum | Benjamin M. Marlin

Pdf Export Search Transition-based Dependency Parsing with Selectional Branching
[P13-1104]: Jinho D. Choi | Andrew McCallum

Pdf Export Search Dynamic Knowledge-Base Alignment for Coreference Resolution
[W13-3517]: Jiaping Zheng | Luke Vilnis | Sameer Singh | Jinho D. Choi | Andrew McCallum

2012

Pdf Export Search Parse, Price and Cut–-Delayed Column and Row Generation for Graph Based Parsers
[D12-1067]: Sebastian Riedel | David Smith | Andrew McCallum

Pdf Export Search Monte Carlo MCMC: Efficient Inference by Approximate Sampling
[D12-1101]: Sameer Singh | Michael Wick | Andrew McCallum

Pdf Export Search A Discriminative Hierarchical Model for Fast Coreference at Large Scale
[P12-1040]: Michael Wick | Sameer Singh | Andrew McCallum

Pdf Export Search Unsupervised Relation Discovery with Sense Disambiguation
[P12-1075]: Limin Yao | Sebastian Riedel | Andrew McCallum

Pdf Export Search Human-Machine Cooperation: Supporting User Corrections to Automatically Constructed KBs
[W12-3017]: Michael Wick | Karl Schultz | Andrew McCallum

Pdf Export Search Monte Carlo MCMC: Efficient Inference by Sampling Factors
[W12-3021]: Sameer Singh | Michael Wick | Andrew McCallum

Pdf Export Search Probabilistic Databases of Universal Schema
[W12-3022]: Limin Yao | Sebastian Riedel | Andrew McCallum

2011

Pdf Export Search Fast and Robust Joint Models for Biomedical Event Extraction
[D11-1001]: Sebastian Riedel | Andrew McCallum

Pdf Export Search Optimizing Semantic Coherence in Topic Models
[D11-1024]: David Mimno | Hanna Wallach | Edmund Talley | Miriam Leenders | Andrew McCallum

Pdf Export Search Structured Relation Discovery using Generative Models
[D11-1135]: Limin Yao | Aria Haghighi | Sebastian Riedel | Andrew McCallum

Pdf Export Search Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models
[P11-1080]: Sameer Singh | Amarnag Subramanya | Fernando Pereira | Andrew McCallum

Pdf Export Search Robust Biomedical Event Extraction with Dual Decomposition and Minimal Domain Adaptation
[W11-1807]: Sebastian Riedel | Andrew McCallum

Pdf Export Search Model Combination for Event Extraction in BioNLP 2011
[W11-1808]: Sebastian Riedel | David McClosky | Mihai Surdeanu | Andrew McCallum | Christopher D. Manning

2010

Pdf Export Search Collective Cross-Document Relation Extraction Without Labelled Data
[D10-1099]: Limin Yao | Sebastian Riedel | Andrew McCallum

Pdf Export Search Constraint-Driven Rank-Based Learning for Information Extraction
[N10-1111]: Sameer Singh | Limin Yao | Sebastian Riedel | Andrew McCallum

2009

Pdf Export Search Active Learning by Labeling Features
[D09-1009]: Gregory Druck | Burr Settles | Andrew McCallum

Pdf Export Search Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment
[D09-1014]: Kedar Bellare | Andrew McCallum

Pdf Export Search Polylingual Topic Models
[D09-1092]: David Mimno | Hanna M. Wallach | Jason Naradowsky | David A. Smith | Andrew McCallum

Pdf Export Search Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria
[P09-1041]: Gregory Druck | Gideon Mann | Andrew McCallum

Pdf Export Search Joint Inference for Natural Language Processing
[W09-1101]: Andrew McCallum

2008

Pdf Export Search Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
[P08-1099]: Gideon S. Mann | Andrew McCallum

2007

Pdf Export Search First-Order Probabilistic Models for Coreference Resolution
[N07-1011]: Aron Culotta | Michael Wick | Andrew McCallum

Pdf Export Search Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields
[N07-2028]: Gideon Mann | Andrew McCallum

2006

Pdf Export Search Reducing Weight Undertraining in Structured Discriminative Learning
[N06-1012]: Charles Sutton | Michael Sindelar | Andrew McCallum

Pdf Export Search Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text
[N06-1038]: Aron Culotta | Andrew McCallum | Jonathan Betz

Pdf Export Search Learning Field Compatibilities to Extract Database Records from Unstructured Text
[W06-1671]: Michael Wick | Aron Culotta | Andrew McCallum

Pdf Export Search Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing
[W06-3600]: Ryan McDonald | Charles Sutton | Hal Daumé III | Andrew McCallum | Fernando Pereira | Jeff Bilmes

Pdf Export Search Practical Markov Logic Containing First-Order Quantifiers with Application to Identity Uncertainty
[W06-3606]: Aron Culotta | Andrew McCallum

2005

Pdf Export Search Composition of Conditional Random Fields for Transfer Learning
[H05-1094]: Charles Sutton | Andrew McCallum

Pdf Export Search Joint Parsing and Semantic Role Labeling
[W05-0636]: Charles Sutton | Andrew McCallum

2004

Pdf Export Search Chinese Segmentation and New Word Detection using Conditional Random Fields
[C04-1081]: Fuchun Peng | Fangfang Feng | Andrew McCallum

Pdf Export Search Accurate Information Extraction from Research Papers using Conditional Random Fields
[N04-1042]: Fuchun Peng | Andrew McCallum

Pdf Export Search Confidence Estimation for Information Extraction
[N04-4028]: Aron Culotta | Andrew McCallum

2003

Pdf Export Search Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons
[W03-0430]: Andrew McCallum | Wei Li

1999

Pdf Export Search Text Classification by Bootstrapping with Keywords, EM and Shrinkage
[W99-0908]: Andrew McCallum | Kamal Nigam