NLPExplorer

Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections

Dipanjan Das | Slav Petrov |

Paper Details:

Month: June
Year: 2011
Location: Portland, Oregon, USA
Venue: ACL |

Citations

URL

Cross-lingual Coreference Resolution of Pronouns
Michal Novák | Zdeněk Žabokrtský |

Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system
Junyi Jessy Li | Marine Carpuat | Ani Nenkova |

Soft Cross-lingual Syntax Projection for Dependency Parsing
Zhenghua Li | Min Zhang | Wenliang Chen |

Collecting Bilingual Audio in Remote Indigenous Communities
Steven Bird | Lauren Gawne | Katie Gelbart | Isaac McAlister |

Global Methods for Cross-lingual Semantic Role and Predicate Labelling
Lonneke van der Plas | Marianna Apidianaki | Chenhua Chen |

Adapting taggers to Twitter with not-so-distant supervision
Barbara Plank | Dirk Hovy | Ryan McDonald | Anders Søgaard |

Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks
Othman Zennaki | Nasredine Semmar | Laurent Besacier |

Determining the Multiword Expression Inventory of a Surprise Language
Bahar Salehi | Paul Cook | Timothy Baldwin |

A Bayesian model for joint word alignment and part-of-speech transfer
Robert Östling |

Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Steffen Eger | Johannes Daxenberger | Christian Stab | Iryna Gurevych |

Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance
Shay B. Cohen | Dipanjan Das | Noah A. Smith |

Multi-Source Transfer of Delexicalized Dependency Parsers
Ryan McDonald | Slav Petrov | Keith Hall |

Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
Valentin I. Spitkovsky | Hiyan Alshawi | Angel X. Chang | Daniel Jurafsky |

Syntactic Transfer Using a Bilingual Lexicon
Greg Durrett | Adam Pauls | Dan Klein |

Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation
Akihiro Tamura | Taro Watanabe | Eiichiro Sumita |

Type-Supervised Hidden Markov Models for Part-of-Speech Tagging with Incomplete Tag Dictionaries
Dan Garrette | Jason Baldridge |

Fast Large-Scale Approximate Graph Construction for NLP
Amit Goyal | Hal Daumé III | Raul Guerra |

Wiki-ly Supervised Part-of-Speech Tagging
Shen Li | João Graça | Ben Taskar |

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)
Ivan Vulić | Marie-Francine Moens |

Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization
Kuzman Ganchev | Dipanjan Das |

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data
Ivan Vulić | Marie-Francine Moens |

Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation
Kevin Gimpel | Mohit Bansal |

Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning
Guillaume Wisniewski | Nicolas Pécheux | Souhir Gahbiche-Braham | François Yvon |

Part-of-speech Taggers for Low-resource Languages using CCA Features
Young-Bum Kim | Benjamin Snyder | Ruhi Sarikaya |

Cross-lingual Character-Level Neural Morphological Tagging
Ryan Cotterell | Georg Heigold |

Cheap Translation for Cross-Lingual Named Entity Recognition
Stephen Mayhew | Chen-Tse Tsai | Dan Roth |

Modelling the Lexicon in Unsupervised Part of Speech Induction
Gregory Dubbin | Phil Blunsom |

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging
Meishan Zhang | Yue Zhang | Wanxiang Che | Ting Liu |

Learning part-of-speech taggers with inter-annotator agreement loss
Barbara Plank | Dirk Hovy | Anders Søgaard |

Parsing Universal Dependencies without training
Héctor Martínez Alonso | Željko Agić | Barbara Plank | Anders Søgaard |

A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition
Dingquan Wang | Nanyun Peng | Kevin Duh |

Automatic Adaptation of Annotations
Wenbin Jiang | Yajuan Lü | Liang Huang | Qun Liu |

Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection
Meng Fang | Trevor Cohn |

Cross-Lingual Named Entity Recognition via Wikification
Chen-Tse Tsai | Stephen Mayhew | Dan Roth |

Dual Subtitles as Parallel Corpora
Shikun Zhang | Wang Ling | Chris Dyer |

Bootstrapping Term Extractors for Multiple Languages
Ahmet Aker | Monica Paramita | Emma Barker | Robert Gaizauskas |

Baselines and Test Data for Cross-Lingual Inference
Željko Agić | Natalie Schluter |

Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure
Oscar Täckström | Ryan McDonald | Jakob Uszkoreit |

Graph-Based Lexicon Expansion with Sparsity-Inducing Penalties
Dipanjan Das | Noah A. Smith |

Translation-Based Projection for Multilingual Coreference Resolution
Altaf Rahman | Vincent Ng |

Named Entity Recognition with Bilingual Constraints
Wanxiang Che | Mengqiu Wang | Christopher D. Manning | Ting Liu |

Learning a Part-of-Speech Tagger from Two Hours of Annotation
Dan Garrette | Jason Baldridge |

Target Language Adaptation of Discriminative Transfer Parsers
Oscar Täckström | Ryan McDonald | Joakim Nivre |

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

Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models
Sujay Kumar Jauhar | Chris Dyer | Eduard Hovy |

Simple task-specific bilingual word embeddings
Stephan Gouws | Anders Søgaard |

Learning a POS tagger for AAVE-like language
Anna Jørgensen | Dirk Hovy | Anders Søgaard |

Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang | David Gaddy | Regina Barzilay | Tommi Jaakkola |

Model-Based Aligner Combination Using Dual Decomposition
John DeNero | Klaus Macherey |

Semi-Supervised Frame-Semantic Parsing for Unknown Predicates
Dipanjan Das | Noah A. Smith |

Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia
Sungchul Kim | Kristina Toutanova | Hwanjo Yu |

A Graph-based Cross-lingual Projection Approach for Weakly Supervised Relation Extraction
Seokhwan Kim | Gary Geunbae Lee |

Multilingual WSD with Just a Few Lines of Code: the BabelNet API
Roberto Navigli | Simone Paolo Ponzetto |

Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages
Dan Garrette | Jason Mielens | Jason Baldridge |

Graph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging
Xiaodong Zeng | Derek F. Wong | Lidia S. Chao | Isabel Trancoso |

Bilingually-Guided Monolingual Dependency Grammar Induction
Kai Liu | Yajuan Lü | Wenbin Jiang | Qun Liu |

Cross-lingual Transfer of Semantic Role Labeling Models
Mikhail Kozhevnikov | Ivan Titov |

Social Text Normalization using Contextual Graph Random Walks
Hany Hassan | Arul Menezes |

Random Walk Factoid Annotation for Collective Discourse
Ben King | Rahul Jha | Dragomir Radev | Robert Mankoff |

Simpler unsupervised POS tagging with bilingual projections
Long Duong | Paul Cook | Steven Bird | Pavel Pecina |

High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning
Akiko Eriguchi | Ichiro Kobayashi |

Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization
Xuezhe Ma | Fei Xia |

Cross-lingual Model Transfer Using Feature Representation Projection
Mikhail Kozhevnikov | Ivan Titov |

Observational Initialization of Type-Supervised Taggers
Hui Zhang | John DeNero |

If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages
Željko Agić | Dirk Hovy | Anders Søgaard |

Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora
Ayah Zirikly | Masato Hagiwara |

Cross-Lingual Morphological Tagging for Low-Resource Languages
Jan Buys | Jan A. Botha |

Cross-lingual projection for class-based language models
Beat Gfeller | Vlad Schogol | Keith Hall |

The Social Impact of Natural Language Processing
Dirk Hovy | Shannon L. Spruit |

Bayesian Modeling of Lexical Resources for Low-Resource Settings
Nicholas Andrews | Mark Dredze | Benjamin Van Durme | Jason Eisner |

Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling
Ben King | Rahul Jha | Dragomir R. Radev |

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning
Mengqiu Wang | Christopher D. Manning |

Parallel Algorithms for Unsupervised Tagging
Sujith Ravi | Sergei Vassilivitskii | Vibhor Rastogi |

Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models
Karl Stratos | Michael Collins | Daniel Hsu |

Evaluating unsupervised learning for natural language processing tasks
Andreas Vlachos |

Unsupervised Bilingual POS Tagging with Markov Random Fields
Desai Chen | Chris Dyer | Shay Cohen | Noah Smith |

Nudging the Envelope of Direct Transfer Methods for Multilingual Named Entity Recognition
Oscar Täckström |

Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
Luheng He | Jennifer Gillenwater | Ben Taskar |

Graph-Based Unsupervised Learning of Word Similarities Using Heterogeneous Feature Types
Avneesh Saluja | Jiří Navrátil |

Distributed Word Representation Learning for Cross-Lingual Dependency Parsing
Min Xiao | Yuhong Guo |

Weakly-Supervised Bayesian Learning of a CCG Supertagger
Dan Garrette | Chris Dyer | Jason Baldridge | Noah A. Smith |

Mixed Language and Code-Switching in the Canadian Hansard
Marine Carpuat |

Unsupervised adaptation of supervised part-of-speech taggers for closely related languages
Yves Scherrer |

Simple Semi-Supervised POS Tagging
Karl Stratos | Michael Collins |

Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels
Jörg Tiedemann |

Parser Adaptation to the Biomedical Domain without Re-Training
Jeff Mitchell | Mark Steedman |

POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools
Ahmed Hamdi | Alexis Nasr | Nizar Habash | Núria Gala |

Enriching Interlinear Text using Automatically Constructed Annotators
Ryan Georgi | Fei Xia | William Lewis |

Cross-lingual alignment transfer: a chicken-and-egg story?
Lauriane Aufrant | Guillaume Wisniewski | François Yvon |

Multi-source morphosyntactic tagging for spoken Rusyn
Yves Scherrer | Achim Rabus |

POS Tagging For Resource Poor Languages Through Feature Projection
Pruthwik Mishra | Vandan Mujadia | Dipti Misra Sharma |

Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
Michael A. Hedderich | Dietrich Klakow |

PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection
Steffen Eger | Andreas Rücklé | Iryna Gurevych |

Cross-language Projection of Dependency Trees for Tree-to-tree Machine Translation
Yu Shen | Chenhui Chu | Fabien Cromieres | Sadao Kurohashi |

http://code.google.com/p/universal-pos-tags/

Field Of Study

Task

Tagging

Approach

Structured Prediction Semi-supervised Learning Unsupervised Learning

Language

Multilingual English Spanish

Similar Papers

A Bilingual Attention Network for Code-switched Emotion Prediction

Natural Language Processing for Dialectical Arabic: A Survey

Abdulhadi Shoufan | Sumaya Alameri |

Sentiment after Translation: A Case-Study on Arabic Social Media Posts

Mohammad Salameh | Saif Mohammad | Svetlana Kiritchenko |

Semi-supervised Structured Prediction with Neural CRF Autoencoder

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan |