NLPExplorer

CoNLL-X Shared Task on Multilingual Dependency Parsing

Sabine Buchholz | Erwin Marsi |

Paper Details:

Month: June
Year: 2006
Location: New York City
Venue: CoNLL | WS |
SIG: SIGNLL

Citations

URL

Japanese Dependency Parsing Using a Tournament Model
Masakazu Iwatate | Masayuki Asahara | Yuji Matsumoto |

The Effect of Syntactic Representation on Semantic Role Labeling
Richard Johansson | Pierre Nugues |

Parsing the SynTagRus Treebank of Russian
Joakim Nivre | Igor M. Boguslavsky | Leonid L. Iomdin |

Recent Advances in a Feature-Rich Framework for Treebank Annotation
Petr Pajas | Jan Štěpánek |

Shift-Reduce Dependency DAG Parsing
Kenji Sagae | Jun’ichi Tsujii |

Chinese Dependency Parsing with Large Scale Automatically Constructed Case Structures
Kun Yu | Daisuke Kawahara | Sadao Kurohashi |

Robust and Efficient Chinese Word Dependency Analysis with Linear Kernel Support Vector Machines
Yu-Chieh Wu | Jie-Chi Yang | Yue-Shi Lee |

Automatic Discovery of Feature Sets for Dependency Parsing
Peter Nilsson | Pierre Nugues |

Evaluation of Dependency Parsers on Unbounded Dependencies
Joakim Nivre | Laura Rimell | Ryan McDonald | Carlos Gómez-Rodríguez |

Semi-supervised dependency parsing using generalized tri-training
Anders Søgaard | Christian Rishøj |

Benchmarking of Statistical Dependency Parsers for French
Marie Candito | Joakim Nivre | Pascal Denis | Enrique Henestroza Anguiano |

Improving Graph-based Dependency Parsing with Decision History
Wenliang Chen | Jun’ichi Kazama | Yoshimasa Tsuruoka | Kentaro Torisawa |

Informed ways of improving data-driven dependency parsing for German
Wolfgang Seeker | Bernd Bohnet | Lilja Øvrelid | Jonas Kuhn |

Notes on the Evaluation of Dependency Parsers Obtained Through Cross-Lingual Projection
Kathrin Spreyer |

Deep-Syntactic Parsing
Miguel Ballesteros | Bernd Bohnet | Simon Mille | Leo Wanner |

Combining Supervised and Unsupervised Parsing for Distributional Similarity
Martin Riedl | Irina Alles | Chris Biemann |

Rediscovering Annotation Projection for Cross-Lingual Parser Induction
Jörg Tiedemann |

Left-corner Transitions on Dependency Parsing
Hiroshi Noji | Yusuke Miyao |

Data-driven Measurement of Child Language Development with Simple Syntactic Templates
Shannon Lubetich | Kenji Sagae |

Unsupervised Instance-Based Part of Speech Induction Using Probable Substitutes
Deniz Yuret | Mehmet Ali Yatbaz | Enis Sert |

Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies
Amir More | Reut Tsarfaty |

Characterizing the Errors of Data-Driven Dependency Parsing Models
Ryan McDonald | Joakim Nivre |

Probabilistic Models of Nonprojective Dependency Trees
David A. Smith | Noah A. Smith |

Structured Prediction Models via the Matrix-Tree Theorem
Terry Koo | Amir Globerson | Xavier Carreras | Michael Collins |

Joint Morphological and Syntactic Disambiguation
Shay B. Cohen | Noah A. Smith |

Bootstrapping Feature-Rich Dependency Parsers with Entropic Priors
David A. Smith | Jason Eisner |

Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing
Xiangyu Duan | Jun Zhao | Bo Xu |

Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model
Ivan Titov | James Henderson |

Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles
Kenji Sagae | Jun’ichi Tsujii |

Incremental Dependency Parsing Using Online Learning
Richard Johansson | Pierre Nugues |

Online Learning for Deterministic Dependency Parsing
Prashanth Reddy Mannem |

Stacking Dependency Parsers
André Filipe Torres Martins | Dipanjan Das | Noah A. Smith | Eric P. Xing |

A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency Parsing
Yue Zhang | Stephen Clark |

Learning the Scope of Negation in Biomedical Texts
Roser Morante | Anthony Liekens | Walter Daelemans |

How well does active learning actually work? Time-based evaluation of cost-reduction strategies for language documentation.
Jason Baldridge | Alexis Palmer |

An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing
Jun Suzuki | Hideki Isozaki | Xavier Carreras | Michael Collins |

Improving Dependency Parsing with Subtrees from Auto-Parsed Data
Wenliang Chen | Jun’ichi Kazama | Kiyotaka Uchimoto | Kentaro Torisawa |

Simple Type-Level Unsupervised POS Tagging
Yoong Keok Lee | Aria Haghighi | Regina Barzilay |

Evaluating the Impact of Alternative Dependency Graph Encodings on Solving Event Extraction Tasks
Ekaterina Buyko | Udo Hahn |

It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment
Samuel Brody |

Using Universal Linguistic Knowledge to Guide Grammar Induction
Tahira Naseem | Harr Chen | Regina Barzilay | Mark Johnson |

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 |

Dual Decomposition with Many Overlapping Components
André Martins | Noah Smith | Mário Figueiredo | Pedro Aguiar |

Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation
Reut Tsarfaty | Joakim Nivre | Evelina Andersson |

A Bayesian Mixture Model for PoS Induction Using Multiple Features
Christos Christodoulopoulos | Sharon Goldwater | Mark Steedman |

Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing
Shay B. Cohen | Carlos Gómez-Rodríguez | Giorgio Satta |

A Fast, Accurate, Non-Projective, Semantically-Enriched Parser
Stephen Tratz | Eduard Hovy |

Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky |

Training dependency parsers by jointly optimizing multiple objectives
Keith Hall | Ryan McDonald | Jason Katz-Brown | Michael Ringgaard |

Structured Sparsity in Structured Prediction
André Martins | Noah Smith | Mário Figueiredo | Pedro Aguiar |

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

Exploiting Reducibility in Unsupervised Dependency Parsing
David Mareček | Zdeněk Žabokrtský |

Improving Transition-Based Dependency Parsing with Buffer Transitions
Daniel Fernández-González | Carlos Gómez-Rodríguez |

Generalized Higher-Order Dependency Parsing with Cube Pruning
Hao Zhang | Ryan McDonald |

Three Dependency-and-Boundary Models for Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky |

Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers
Sebastian Riedel | David Smith | Andrew McCallum |

Learning to Map into a Universal POS Tagset
Yuan Zhang | Roi Reichart | Regina Barzilay | Amir Globerson |

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

Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
Alexander Rush | Roi Reichart | Michael Collins | Amir Globerson |

Source-Side Classifier Preordering for Machine Translation
Uri Lerner | Slav Petrov |

Unsupervised Induction of Cross-Lingual Semantic Relations
Mike Lewis | Mark Steedman |

Online Learning for Inexact Hypergraph Search
Hao Zhang | Liang Huang | Kai Zhao | Ryan McDonald |

Semi-Supervised Feature Transformation for Dependency Parsing
Wenliang Chen | Min Zhang | Yue Zhang |

Dynamic Feature Selection for Dependency Parsing
He He | Hal Daumé III | Jason Eisner |

Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky |

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

Greed is Good if Randomized: New Inference for Dependency Parsing
Yuan Zhang | Tao Lei | Regina Barzilay | Tommi Jaakkola |

Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach
William Yang Wang | Lingpeng Kong | Kathryn Mazaitis | William W. Cohen |

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

Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing
Xuezhe Ma | Eduard Hovy |

Monolingual Phrase Alignment on Parse Forests
Yuki Arase | Junichi Tsujii |

Incremental Graph-based Neural Dependency Parsing
Xiaoqing Zheng |

Treebank Grammar Techniques for Non-Projective Dependency Parsing
Marco Kuhlmann | Giorgio Satta |

Empirical Evaluations of Animacy Annotation
Lilja Øvrelid |

Fast Full Parsing by Linear-Chain Conditional Random Fields
Yoshimasa Tsuruoka | Jun’ichi Tsujii | Sophia Ananiadou |

Cross-Framework Evaluation for Statistical Parsing
Reut Tsarfaty | Joakim Nivre | Evelina Andersson |

Dependency Parsing of Hungarian: Baseline Results and Challenges
Richárd Farkas | Veronika Vincze | Helmut Schmid |

Dependency Parsing with Undirected Graphs
Carlos Gómez-Rodríguez | Daniel Fernández-González |

MaltOptimizer: An Optimization Tool for MaltParser
Miguel Ballesteros | Joakim Nivre |

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

ITU Turkish NLP Web Service
Gülşen Eryiğit |

Improving Dependency Parsers using Combinatory Categorial Grammar
Bharat Ram Ambati | Tejaswini Deoskar | Mark Steedman |

A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?
Don Tuggener |

Neural Probabilistic Model for Non-projective MST Parsing
Xuezhe Ma | Eduard Hovy |

Dependency Parsing of Turkish
Gülşen Eryiğit | Joakim Nivre | Kemal Oflazer |

Algorithms for Deterministic Incremental Dependency Parsing
Joakim Nivre |

Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods
Nitin Madnani | Bonnie J. Dorr |

Syntactic Processing Using the Generalized Perceptron and Beam Search
Yue Zhang | Stephen Clark |

Analyzing and Integrating Dependency Parsers
Ryan McDonald | Joakim Nivre |

Modality and Negation: An Introduction to the Special Issue
Roser Morante | Caroline Sporleder |

Squibs: Going to the Roots of Dependency Parsing
Miguel Ballesteros | Joakim Nivre |

Parsing Morphologically Rich Languages: Introduction to the Special Issue
Reut Tsarfaty | Djamé Seddah | Sandra Kübler | Joakim Nivre |

Morphological and Syntactic Case in Statistical Dependency Parsing
Wolfgang Seeker | Jonas Kuhn |

Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features
Yuval Marton | Nizar Habash | Owen Rambow |

Mildly Non-Projective Dependency Grammar
Marco Kuhlmann |

Squibs: Arc-Eager Parsing with the Tree Constraint
Joakim Nivre | Daniel Fernández-González |

Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features
Kevin Gimpel | Noah A. Smith |

Squibs: Automatic Selection of HPSG-Parsed Sentences for Treebank Construction
Montserrat Marimon | Núria Bel | Lluís Padró |

Annotation Projection-based Representation Learning for Cross-lingual Dependency Parsing
Min Xiao | Yuhong Guo |

Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data
Long Duong | Trevor Cohn | Steven Bird | Paul Cook |

Labeled Morphological Segmentation with Semi-Markov Models
Ryan Cotterell | Thomas Müller | Alexander Fraser | Hinrich Schütze |

Structural and lexical factors in adjective placement in complex noun phrases across Romance languages
Kristina Gulordava | Paola Merlo |

Model Selection for Type-Supervised Learning with Application to POS Tagging
Kristina Toutanova | Waleed Ammar | Pallavi Choudhury | Hoifung Poon |

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
Dat Quoc Nguyen | Mark Dras | Mark Johnson |

Initial Explorations of CCG Supertagging for Universal Dependency Parsing
Burak Kerim Akkus | Heval Azizoglu | Ruket Cakici |

The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy
Éric de La Clergerie | Benoît Sagot | Djamé Seddah |

Universal Joint Morph-Syntactic Processing: The Open University of Israel’s Submission to The CoNLL 2017 Shared Task
Amir More | Reut Tsarfaty |

Semi-Supervised Neural System for Tagging, Parsing and Lematization
Piotr Rybak | Alina Wróblewska |

An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing
Dat Quoc Nguyen | Karin Verspoor |

A Unified Database of Dependency Treebanks: Integrating, Quantifying & Evaluating Dependency Data
Olga Pustylnikov | Alexander Mehler | Rüdiger Gleim |

MaltEval: an Evaluation and Visualization Tool for Dependency Parsing
Jens Nilsson | Joakim Nivre |

Swedish-Turkish Parallel Treebank
Beáta Megyesi | Bengt Dahlqvist | Eva Pettersson | Joakim Nivre |

Semantic Role Labeling Tools Trained on the Cast3LB-CoNNL-SemRol Corpus
Roser Morante |

Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese
Patrik Lambert | Carlos Rodríguez-Penagos |

Three dimensions of the so-called “interoperability” of annotation schemes”
Eva Hajičová |

A Japanese Word Dependency Corpus
Shinsuke Mori | Hideki Ogura | Tetsuro Sasada |

The Denoised Web Treebank: Evaluating Dependency Parsing under Noisy Input Conditions
Joachim Daiber | Rob van der Goot |

Language Resource Addition Strategies for Raw Text Parsing
Atsushi Ushiku | Tetsuro Sasada | Shinsuke Mori |

Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin
Edoardo Maria Ponti | Marco Passarotti |

EasyTree: A Graphical Tool for Dependency Tree Annotation
Alexa Little | Stephen Tratz |

WIKIPARQ: A Tabulated Wikipedia Resource Using the Parquet Format
Marcus Klang | Pierre Nugues |

A multilingual collection of CoNLL-U-compatible morphological lexicons
Benoît Sagot |

Moving TIGER beyond Sentence-Level
Agnieszka Falenska | Kerstin Eckart | Jonas Kuhn |

Tree Revision Learning for Dependency Parsing
Giuseppe Attardi | Massimiliano Ciaramita |

Incremental Non-Projective Dependency Parsing
Joakim Nivre |

Reverse Revision and Linear Tree Combination for Dependency Parsing
Giuseppe Attardi | Felice Dell’Orletta |

Distributed Training Strategies for the Structured Perceptron
Ryan McDonald | Keith Hall | Gideon Mann |

An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing
Yoav Goldberg | Michael Elhadad |

Getting More from Morphology in Multilingual Dependency Parsing
Matt Hohensee | Emily M. Bender |

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

Vine Pruning for Efficient Multi-Pass Dependency Parsing
Alexander Rush | Slav Petrov |

Concavity and Initialization for Unsupervised Dependency Parsing
Kevin Gimpel | Noah A. Smith |

Low-Dimensional Discriminative Reranking
Jagadeesh Jagarlamudi | Hal Daumé III |

Choosing an Evaluation Metric for Parser Design
Woodley Packard |

Training Parsers on Incompatible Treebanks
Richard Johansson |

evision PDF of 'Development of a Persian Syntactic Dependency Treebank
Mohammad Sadegh Rasooli | Manouchehr Kouhestani | Amirsaeid Moloodi |

Estimating effect size across datasets
Anders Søgaard |

A Linear-Time Transition System for Crossing Interval Trees
Emily Pitler | Ryan McDonald |

Unsupervised POS Induction with Word Embeddings
Chu-Cheng Lin | Waleed Ammar | Chris Dyer | Lori Levin |

Annealing Structural Bias in Multilingual Weighted Grammar Induction
Noah A. Smith | Jason Eisner |

Beyond Projectivity: Multilingual Evaluation of Constraints and Measures on Non-Projective Structures
Jiří Havelka |

HPSG Parsing with Shallow Dependency Constraints
Kenji Sagae | Yusuke Miyao | Jun’ichi Tsujii |

Generalizing Tree Transformations for Inductive Dependency Parsing
Jens Nilsson | Joakim Nivre | Johan Hall |

Logistic Online Learning Methods and Their Application to Incremental Dependency Parsing
Richard Johansson |

Integrating Graph-Based and Transition-Based Dependency Parsers
Joakim Nivre | Ryan McDonald |

Concise Integer Linear Programming Formulations for Dependency Parsing
André Martins | Noah Smith | Eric Xing |

Non-Projective Dependency Parsing in Expected Linear Time
Joakim Nivre |

Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar
Yi Zhang | Rui Wang |

Automatic Adaptation of Annotation Standards: Chinese Word Segmentation and POS Tagging – A Case Study
Wenbin Jiang | Liang Huang | Qun Liu |

Improving data-driven dependency parsing using large-scale LFG grammars
Lilja Øvrelid | Jonas Kuhn | Kathrin Spreyer |

A Unified Single Scan Algorithm for Japanese Base Phrase Chunking and Dependency Parsing
Manabu Sassano | Sadao Kurohashi |

Detecting Errors in Automatically-Parsed Dependency Relations
Markus Dickinson |

Phylogenetic Grammar Induction
Taylor Berg-Kirkpatrick | Dan Klein |

A Transition-Based Parser for 2-Planar Dependency Structures
Carlos Gómez-Rodríguez | Joakim Nivre |

Transition-Based Parsing with Confidence-Weighted Classification
Martin Haulrich |

Importance of Linguistic Constraints in Statistical Dependency Parsing
Bharat Ram Ambati |

Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
Dipanjan Das | Slav Petrov |

A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction
Phil Blunsom | Trevor Cohn |

A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing
John Lee | Jason Naradowsky | David A. Smith |

Effective Measures of Domain Similarity for Parsing
Barbara Plank | Gertjan van Noord |

Improving Arabic Dependency Parsing with Form-based and Functional Morphological Features
Yuval Marton | Nizar Habash | Owen Rambow |

Automatic Detection and Correction of Errors in Dependency Treebanks
Alexander Volokh | Günter Neumann |

Effects of Noun Phrase Bracketing in Dependency Parsing and Machine Translation
Nathan Green |

Utilizing Dependency Language Models for Graph-based Dependency Parsing Models
Wenliang Chen | Min Zhang | Haizhou Li |

Selective Sharing for Multilingual Dependency Parsing
Tahira Naseem | Regina Barzilay | Amir Globerson |

Joint Evaluation of Morphological Segmentation and Syntactic Parsing
Reut Tsarfaty | Joakim Nivre | Evelina Andersson |

A Comparison of Chinese Parsers for Stanford Dependencies
Wanxiang Che | Valentin Spitkovsky | Ting Liu |

Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing
David Mareček | Milan Straka |

Transition-based Dependency Parsing with Selectional Branching
Jinho D. Choi | Andrew McCallum |

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

Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers
André Martins | Miguel Almeida | Noah A. Smith |

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

Enforcing Structural Diversity in Cube-pruned Dependency Parsing
Hao Zhang | Ryan McDonald |

It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
Jinho D. Choi | Joel Tetreault | Amanda Stent |

Identifying Cascading Errors using Constraints in Dependency Parsing
Dominick Ng | James R. Curran |

An Efficient Dynamic Oracle for Unrestricted Non-Projective Parsing
Carlos Gómez-Rodríguez | Daniel Fernández-González |

Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
Kristina Gulordava | Paola Merlo | Benoit Crabbé |

An HDP Model for Inducing Combinatory Categorial Grammars
Yonatan Bisk | Julia Hockenmaier |

Efficient Parsing for Head-Split Dependency Trees
Giorgio Satta | Marco Kuhlmann |

A Crossing-Sensitive Third-Order Factorization for Dependency Parsing
Emily Pitler |

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

Crosslingual and Multilingual Construction of Syntax-Based Vector Space Models
Jason Utt | Sebastian Padó |

Approximation-Aware Dependency Parsing by Belief Propagation
Matthew R. Gormley | Mark Dredze | Jason Eisner |

Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew
Amir More | Amit Seker | Victoria Basmova | Reut Tsarfaty |

372:Comparing the Benefit of Different Dependency Parsers for Textual Entailment Using Syntactic Constraints Only
Alexander Volokh | Günter Neumann |

SemEval-2012 Task 5: Chinese Semantic Dependency Parsing
Wanxiang Che | Meishan Zhang | Yanqiu Shao | Ting Liu |

Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data
Mariana S. C. Almeida | André F. T. Martins |

Mama Edha at SemEval-2017 Task 8: Stance Classification with CNN and Rules
Marianela García Lozano | Hanna Lilja | Edward Tjörnhammar | Maja Karasalo |

An empirical study for Vietnamese dependency parsing
Dat Quoc Nguyen | Mark Dras | Mark Johnson |

Experiments with a Multilanguage Non-Projective Dependency Parser
Giuseppe Attardi |

Projective Dependency Parsing with Perceptron
Xavier Carreras | Mihai Surdeanu | Lluís Màrquez |

Multi-lingual Dependency Parsing at NAIST
Yuchang Cheng | Masayuki Asahara | Yuji Matsumoto |

Dependency Parsing with Reference to Slovene, Spanish and Swedish
Simon Corston-Oliver | Anthony Aue |

Multilingual Dependency Analysis with a Two-Stage Discriminative Parser
Ryan McDonald | Kevin Lerman | Fernando Pereira |

Language Independent Probabilistic Context-Free Parsing Bolstered by Machine Learning
Michael Schiehlen | Kristina Spranger |

The Exploration of Deterministic and Efficient Dependency Parsing
Yu-Chieh Wu | Yue-Shi Lee | Jie-Chi Yang |

Dependency Parsing as a Classication Problem
Deniz Yuret |

Computing Translation Units and Quantifying Parallelism in Parallel Dependency Treebanks
Matthias Buch-Kromann |

ITU Treebank Annotation Tool
Gülşen Eryiǧit |

On the Complexity of Non-Projective Data-Driven Dependency Parsing
Ryan McDonald | Giorgio Satta |

Dependency Parsing with Second-Order Feature Maps and Annotated Semantic Information
Massimiliano Ciaramita | Giuseppe Attardi |

A Latent Variable Model for Generative Dependency Parsing
Ivan Titov | James Henderson |

Data-Driven Dependency Parsing across Languages and Domains: Perspectives from the CoNLL-2007 Shared task
Joakim Nivre |

A Dependency-Driven Parser for German Dependency and Constituency Representations
Johan Hall | Joakim Nivre |

A Pipeline Approach for Syntactic and Semantic Dependency Parsing
Yotaro Watanabe | Masakazu Iwatate | Masayuki Asahara | Yuji Matsumoto |

Data-Driven Dependency Parsing of New Languages Using Incomplete and Noisy Training Data
Kathrin Spreyer | Jonas Kuhn |

A Metalearning Approach to Processing the Scope of Negation
Roser Morante | Walter Daelemans |

Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences
Nikesh Garera | Chris Callison-Burch | David Yarowsky |

Efficient Parsing of Syntactic and Semantic Dependency Structures
Bernd Bohnet |

Learning the Scope of Hedge Cues in Biomedical Texts
Roser Morante | Walter Daelemans |

A memory-based learning approach to event extraction in biomedical texts
Roser Morante | Vincent Van Asch | Walter Daelemans |

Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features
Yuval Marton | Nizar Habash | Owen Rambow |

Grammar-Driven versus Data-Driven: Which Parsing System Is More Affected by Domain Shifts?
Barbara Plank | Gertjan van Noord |

Inspecting the Structural Biases of Dependency Parsing Algorithms
Yoav Goldberg | Michael Elhadad |

Memory-Based Resolution of In-Sentence Scopes of Hedge Cues
Roser Morante | Vincent Van Asch | Walter Daelemans |

The Effect of Automatic Tokenization, Vocalization, Stemming, and POS Tagging on Arabic Dependency Parsing
Emad Mohamed |

Punctuation: Making a Point in Unsupervised Dependency Parsing
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky |

ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses
Felice Dell’Orletta | Giulia Venturi | Simonetta Montemagni |

From ranked words to dependency trees: two-stage unsupervised non-projective dependency parsing
Anders Søgaard |

Towards a Data Model for the Universal Corpus
Steven Abney | Steven Bird |

Syntactic transformations for Swiss German dialects
Yves Scherrer |

Hybrid Combination of Constituency and Dependency Trees into an Ensemble Dependency Parser
Nathan Green | Zdeněk Žabokrtský |

Fast Unsupervised Dependency Parsing with Arc-Standard Transitions
Mohammad Sadegh Rasooli | Heshaam Faili |

Capitalization Cues Improve Dependency Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky |

Unsupervised Part of Speech Inference with Particle Filters
Gregory Dubbin | Phil Blunsom |

The PASCAL Challenge on Grammar Induction
Douwe Gelling | Trevor Cohn | Phil Blunsom | João Graça |

Using an SVM Ensemble System for Improved Tamil Dependency Parsing
Nathan Green | Loganathan Ramasamy | Zdeněk Žabokrtský |

Using Parallel Features in Parsing of Machine-Translated Sentences for Correction of Grammatical Errors
Rudolf Rosa | Ondřej Dušek | David Mareček | Martin Popel |

Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain
Felice Dell’Orletta | Giulia Venturi | Simonetta Montemagni |

Converting Italian Treebanks: Towards an Italian Stanford Dependency Treebank
Cristina Bosco | Simonetta Montemagni | Maria Simi |

Improvements to Syntax-based Machine Translation using Ensemble Dependency Parsers
Nathan Green | Zdeněk Žabokrtský |

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

Lithuanian Dependency Parsing with Rich Morphological Features
Jurgita Kapočiūtė-Dzikienė | Joakim Nivre | Algis Krupavičius |

Parsing Croatian and Serbian by Using Croatian Dependency Treebanks
Željko Agić | Danijela Merkler | Daša Berović |

A Cross-Task Flexible Transition Model for Arabic Tokenization, Affix Detection, Affix Labeling, POS Tagging, and Dependency Parsing
Stephen Tratz |

Effective Morphological Feature Selection with MaltOptimizer at the SPMRL 2013 Shared Task
Miguel Ballesteros |

The AI-KU System at the SPMRL 2013 Shared Task : Unsupervised Features for Dependency Parsing
Volkan Cirik | Husnu Sensoy |

Representation of Morphosyntactic Units and Coordination Structures in the Turkish Dependency Treebank
Umut Sulubacak | Gülşen Eryiğit |

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

Treebank Translation for Cross-Lingual Parser Induction
Jörg Tiedemann | Željko Agić | Joakim Nivre |

gdbank: The beginnings of a corpus of dependency structures and type-logical grammar in Scottish Gaelic
Colin Batchelor |

Initial Explorations in Two-phase Turkish Dependency Parsing by Incorporating Constituents
İlknur Durgar El-Kahlout | Ahmet Afşın Akın | Ertuǧrul Yılmaz |

Introducing the SPMRL 2014 Shared Task on Parsing Morphologically-rich Languages
Djamé Seddah | Sandra Kübler | Reut Tsarfaty |

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

A Framework for Procedural Text Understanding
Hirokuni Maeta | Tetsuro Sasada | Shinsuke Mori |

Dependency Parsing with Compression Rules
Pablo Gamallo |

Universalizing BulTreeBank: a Linguistic Tale about Glocalization
Petya Osenova | Kiril Simov |

Increasing Return on Annotation Investment: The Automatic Construction of a Universal Dependency Treebank for Dutch
Gosse Bouma | Gertjan van Noord |

Universal Dependency Evaluation
Joakim Nivre | Chiao-Ting Fang |

Slavic Forest, Norwegian Wood
Rudolf Rosa | Daniel Zeman | David Mareček | Zdeněk Žabokrtský |

An open-source tool for negation detection: a maximum-margin approach
Martine Enger | Erik Velldal | Lilja Øvrelid |

Challenges in Converting the Index Thomisticus Treebank into Universal Dependencies
Flavio Massimiliano Cecchini | Marco Passarotti | Paola Marongiu | Daniel Zeman |

The Hebrew Universal Dependency Treebank: Past Present and Future
Shoval Sade | Amit Seker | Reut Tsarfaty |

Transition-based Parsing with Lighter Feed-Forward Networks
David Vilares | Carlos Gómez-Rodríguez |

Field Of Study

Task

Chunking Named Entity Recognition

Language

Multilingual Chinese English Japanese Spanish French Arabic Hebrew Semitic

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