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Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
Gideon S. Mann
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Andrew McCallum
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Paper Details:
Month: June
Year: 2008
Location: Columbus, Ohio
Venue:
ACL |
Citations
URL
Survey on the Use of Typological Information in Natural Language Processing
Helen O’Horan
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Yevgeni Berzak
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Ivan Vulić
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Roi Reichart
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Anna Korhonen
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Active Learning by Labeling Features
Gregory Druck
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Burr Settles
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Andrew McCallum
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Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment
Kedar Bellare
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Andrew McCallum
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On the Use of Virtual Evidence in Conditional Random Fields
Xiao Li
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Using Soft Constraints in Joint Inference for Clinical Concept Recognition
Prateek Jindal
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Dan Roth
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Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations
Yijia Liu
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Yue Zhang
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Wanxiang Che
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Ting Liu
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Fan Wu
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Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen
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Qingming Tang
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Karen Livescu
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Kevin Gimpel
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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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Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints
Ashutosh Baheti
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Alan Ritter
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Jiwei Li
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Bill Dolan
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Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields
Teemu Ruokolainen
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Oskar Kohonen
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Sami Virpioja
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Mikko Kurimo
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Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising
Yiping Jin
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Dittaya Wanvarie
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Phu Le
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Learning Tractable Word Alignment Models with Complex Constraints
João V. Graça
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Kuzman Ganchev
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Ben Taskar
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Minimally-Supervised Extraction of Entities from Text Advertisements
Sameer Singh
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Dustin Hillard
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Chris Leggetter
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Constraint-Driven Rank-Based Learning for Information Extraction
Sameer Singh
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Limin Yao
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Sebastian Riedel
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Andrew McCallum
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Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints
Yufan Guo
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Roi Reichart
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Anna Korhonen
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Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods
Ben King
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Steven Abney
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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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Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria
Gregory Druck
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Gideon Mann
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Andrew McCallum
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Dependency Grammar Induction via Bitext Projection Constraints
Kuzman Ganchev
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Jennifer Gillenwater
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Ben Taskar
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Sparsity in Dependency Grammar Induction
Jennifer Gillenwater
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Kuzman Ganchev
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João Graça
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Fernando Pereira
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Ben Taskar
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In-domain Relation Discovery with Meta-constraints via Posterior Regularization
Harr Chen
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Edward Benson
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Tahira Naseem
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Regina Barzilay
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Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models
Sameer Singh
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Amarnag Subramanya
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Fernando Pereira
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Andrew McCallum
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Rich Prior Knowledge in Learning for Natural Language Processing
Gregory Druck
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Kuzman Ganchev
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João Graça
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A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing
Vanessa Wei Feng
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Graeme Hirst
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Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints
Xiaodong Zeng
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Lidia S. Chao
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Derek F. Wong
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Isabel Trancoso
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Liang Tian
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Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents
Yufan Guo
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Roi Reichart
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Anna Korhonen
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Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields
Teemu Ruokolainen
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Oskar Kohonen
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Sami Virpioja
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Mikko Kurimo
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Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
Luheng He
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Jennifer Gillenwater
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Ben Taskar
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Code Mixing: A Challenge for Language Identification in the Language of Social Media
Utsab Barman
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Amitava Das
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Joachim Wagner
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Jennifer Foster
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Developing Language-tagged Corpora for Code-switching Tweets
Suraj Maharjan
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Elizabeth Blair
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Steven Bethard
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Thamar Solorio
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http://www.cs.wisc.edu/jerryzhu/pub/ssl
Field Of Study
Task
Tagging
Named Entity Recognition
Approach
Semi-supervised Learning
Language
English
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