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Using Universal Linguistic Knowledge to Guide Grammar Induction
Tahira Naseem
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Harr Chen
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Regina Barzilay
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Mark Johnson
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Paper Details:
Month: October
Year: 2010
Location: Cambridge, MA
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Combining Supervised and Unsupervised Parsing for Distributional Similarity
Martin Riedl
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Irina Alles
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Chris Biemann
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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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Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance
Shay B. Cohen
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Dipanjan Das
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Noah A. Smith
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Multi-Source Transfer of Delexicalized Dependency Parsers
Ryan McDonald
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Slav Petrov
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Keith Hall
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Syntactic Transfer Using a Bilingual Lexicon
Greg Durrett
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Adam Pauls
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Dan Klein
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Three Dependency-and-Boundary Models for Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
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Learning to Map into a Universal POS Tagset
Yuan Zhang
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Roi Reichart
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Regina Barzilay
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Amir Globerson
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Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation
Kevin Gimpel
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Mohit Bansal
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Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing
Yuan Zhang
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Regina Barzilay
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Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction
Hiroshi Noji
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Yusuke Miyao
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Mark Johnson
|
CRF Autoencoder for Unsupervised Dependency Parsing
Jiong Cai
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Yong Jiang
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Kewei Tu
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Dependency Grammar Induction with Neural Lexicalization and Big Training Data
Wenjuan Han
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Yong Jiang
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Kewei Tu
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Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
Lifeng Jin
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Finale Doshi-Velez
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Timothy Miller
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William Schuler
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Lane Schwartz
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Parsing Universal Dependencies without training
Héctor Martínez Alonso
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Željko Agić
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Barbara Plank
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Anders Søgaard
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Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features
Kevin Gimpel
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Noah A. Smith
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A Supertag-Context Model for Weakly-Supervised CCG Parser Learning
Dan Garrette
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Chris Dyer
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Jason Baldridge
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Noah A. Smith
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Annotation Projection-based Representation Learning for Cross-lingual Dependency Parsing
Min Xiao
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Yuhong Guo
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Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure
Oscar Täckström
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Ryan McDonald
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Jakob Uszkoreit
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Concavity and Initialization for Unsupervised Dependency Parsing
Kevin Gimpel
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Noah A. Smith
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Target Language Adaptation of Discriminative Transfer Parsers
Oscar Täckström
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Ryan McDonald
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Joakim Nivre
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Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
Dipanjan Das
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Slav Petrov
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Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation
Roy Schwartz
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Omri Abend
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Roi Reichart
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Ari Rappoport
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Data point selection for cross-language adaptation of dependency parsers
Anders Søgaard
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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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Selective Sharing for Multilingual Dependency Parsing
Tahira Naseem
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Regina Barzilay
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Amir Globerson
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A Feature-Rich Constituent Context Model for Grammar Induction
Dave Golland
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John DeNero
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Jakob Uszkoreit
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Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing
David Mareček
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Milan Straka
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Nonconvex Global Optimization for Latent-Variable Models
Matthew R. Gormley
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Jason Eisner
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Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization
Xuezhe Ma
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Fei Xia
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Cross-lingual Dependency Parsing Based on Distributed Representations
Jiang Guo
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Wanxiang Che
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David Yarowsky
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Haifeng Wang
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Ting Liu
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A convex and feature-rich discriminative approach to dependency grammar induction
Édouard Grave
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Noémie Elhadad
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Parse Imputation for Dependency Annotations
Jason Mielens
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Liang Sun
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Jason Baldridge
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Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction
Yonatan Bisk
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Julia Hockenmaier
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Labeled Grammar Induction with Minimal Supervision
Yonatan Bisk
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Christos Christodoulopoulos
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Julia Hockenmaier
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An HDP Model for Inducing Combinatory Categorial Grammars
Yonatan Bisk
|
Julia Hockenmaier
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Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy
|
Dan Roth
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Surface Statistics of an Unknown Language Indicate How to Parse It
Dingquan Wang
|
Jason Eisner
|
From ranked words to dependency trees: two-stage unsupervised non-projective dependency parsing
Anders Søgaard
|
Fast Unsupervised Dependency Parsing with Arc-Standard Transitions
Mohammad Sadegh Rasooli
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Heshaam Faili
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Capitalization Cues Improve Dependency Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
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The PASCAL Challenge on Grammar Induction
Douwe Gelling
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Trevor Cohn
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Phil Blunsom
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João Graça
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Two baselines for unsupervised dependency parsing
Anders Søgaard
|
Induction of Linguistic Structure with Combinatory Categorial Grammars
Yonatan Bisk
|
Julia Hockenmaier
|
Distributed Word Representation Learning for Cross-Lingual Dependency Parsing
Min Xiao
|
Yuhong Guo
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Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages
Alexis Palmer
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Michaela Regneri
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Learning from a Neighbor: Adapting a Japanese Parser for Korean Through Feature Transfer Learning
Hiroshi Kanayama
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Youngja Park
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Yuta Tsuboi
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Dongmook Yi
|
Cross-lingual Dependency Transfer : What Matters? Assessing the Impact of Pre- and Post-processing
Ophélie Lacroix
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Guillaume Wisniewski
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François Yvon
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Dependency Parsing of Code-Switching Data with Cross-Lingual Feature Representations
Niko Partanen
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Kyungtae Lim
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Michael Rießler
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Thierry Poibeau
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Inducing Grammars with and for Neural Machine Translation
Yonatan Bisk
|
Ke Tran
|
http://groups.csail.mit.edu/rbg/code/dependency/
Field Of Study
Approach
Bayesian Model
Generative Model
Semi-supervised Learning
Language
Multilingual
English
Spanish
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