NLPExplorer

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

Eliyahu Kiperwasser | Yoav Goldberg |

Paper Details:

Year: 2016

Venue: TACL |

Citations

URL

Sprucing up the trees – Error detection in treebanks
Ines Rehbein | Josef Ruppenhofer |

Two Local Models for Neural Constituent Parsing
Zhiyang Teng | Yue Zhang |

Dynamic Feature Selection with Attention in Incremental Parsing
Ryosuke Kohita | Hiroshi Noji | Yuji Matsumoto |

Incremental Natural Language Processing: Challenges, Strategies, and Evaluation
Arne Köhn |

Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking
Alexandre Kabbach | Corentin Ribeyre | Aurélie Herbelot |

Seq2seq Dependency Parsing
Zuchao Li | Jiaxun Cai | Shexia He | Hai Zhao |

Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
James Cross | Liang Huang |

Neural Shift-Reduce CCG Semantic Parsing
Dipendra Kumar Misra | Yoav Artzi |

Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set
Tianze Shi | Liang Huang | Lillian Lee |

Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder | Barbara Plank |

A Sub-Character Architecture for Korean Language Processing
Karl Stratos |

Learning Contextually Informed Representations for Linear-Time Discourse Parsing
Yang Liu | Mirella Lapata |

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Diego Marcheggiani | Ivan Titov |

Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence
Caio Corro | Joseph Le Roux | Mathieu Lacroix |

Incremental Graph-based Neural Dependency Parsing
Xiaoqing Zheng |

Neural Discontinuous Constituency Parsing
Miloš Stanojević | Raquel G. Alhama |

End-to-End Neural Relation Extraction with Global Optimization
Meishan Zhang | Yue Zhang | Guohong Fu |

Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae | André F. T. Martins | Claire Cardie |

Valency-Augmented Dependency Parsing
Tianze Shi | Lillian Lee |

Constituent Parsing as Sequence Labeling
Carlos Gómez-Rodríguez | David Vilares |

Semantics as a Foreign Language
Gabriel Stanovsky | Ido Dagan |

What do character-level models learn about morphology? The case of dependency parsing
Clara Vania | Andreas Grivas | Adam Lopez |

Neural Transition Based Parsing of Web Queries: An Entity Based Approach
Rivka Malca | Roi Reichart |

An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
Aaron Smith | Miryam de Lhoneux | Sara Stymne | Joakim Nivre |

Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data
Wenhui Wang | Baobao Chang | Mairgup Mansur |

Modeling Input Uncertainty in Neural Network Dependency Parsing
Rob van der Goot | Gertjan van Noord |

Parameter sharing between dependency parsers for related languages
Miryam de Lhoneux | Johannes Bjerva | Isabelle Augenstein | Anders Søgaard |

When is multitask learning effective? Semantic sequence prediction under varying data conditions
Héctor Martínez Alonso | Barbara Plank |

Dependency Parsing as Head Selection
Xingxing Zhang | Jianpeng Cheng | Mirella Lapata |

Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing
Minh Lê | Antske Fokkens |

Incremental Discontinuous Phrase Structure Parsing with the GAP Transition
Maximin Coavoux | Benoît Crabbé |

Don’t Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers
Lauriane Aufrant | Guillaume Wisniewski | François Yvon |

Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks
Maximin Coavoux | Benoît Crabbé |

Improving a Strong Neural Parser with Conjunction-Specific Features
Jessica Ficler | Yoav Goldberg |

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

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
Diego Marcheggiani | Anton Frolov | Ivan Titov |

Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task
Timothy Dozat | Peng Qi | Christopher D. Manning |

Combining Global Models for Parsing Universal Dependencies
Tianze Shi | Felix G. Wu | Xilun Chen | Yao Cheng |

Adversarial Training for Cross-Domain Universal Dependency Parsing
Motoki Sato | Hitoshi Manabe | Hiroshi Noji | Yuji Matsumoto |

UParse: the Edinburgh system for the CoNLL 2017 UD shared task
Clara Vania | Xingxing Zhang | Adam Lopez |

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

A Fast and Lightweight System for Multilingual Dependency Parsing
Tao Ji | Yuanbin Wu | Man Lan |

Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing
Zuchao Li | Shexia He | Zhuosheng Zhang | Hai Zhao |

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

Universal Dependency Parsing with a General Transition-Based DAG Parser
Daniel Hershcovich | Omri Abend | Ari Rappoport |

Multilingual Dependency Parsing for Low-Resource Languages: Case Studies on North Saami and Komi-Zyrian
KyungTae Lim | Niko Partanen | Thierry Poibeau |

Scene Graph Parsing as Dependency Parsing
Yu-Siang Wang | Chenxi Liu | Xiaohui Zeng | Alan Yuille |

Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
Patrick Verga | Emma Strubell | Andrew McCallum |

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses
Katherine Keith | Su Lin Blodgett | Brendan O’Connor |

Neural Syntactic Generative Models with Exact Marginalization
Jan Buys | Phil Blunsom |

Universal Dependency Parsing for Hindi-English Code-Switching
Irshad Bhat | Riyaz A. Bhat | Manish Shrivastava | Dipti Sharma |

Pivot Based Language Modeling for Improved Neural Domain Adaptation
Yftah Ziser | Roi Reichart |

A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing
Daniel Fernández-González | Carlos Gómez-Rodríguez |

Non-Projective Dependency Parsing with Non-Local Transitions
Daniel Fernández-González | Carlos Gómez-Rodríguez |

Incremental Parsing with Minimal Features Using Bi-Directional LSTM
James Cross | Liang Huang |

Neural End-to-End Learning for Computational Argumentation Mining
Steffen Eger | Johannes Daxenberger | Iryna Gurevych |

Neural Joint Model for Transition-based Chinese Syntactic Analysis
Shuhei Kurita | Daisuke Kawahara | Sadao Kurohashi |

Robust Incremental Neural Semantic Graph Parsing
Jan Buys | Phil Blunsom |

Deep Multitask Learning for Semantic Dependency Parsing
Hao Peng | Sam Thomson | Noah A. Smith |

Arc-swift: A Novel Transition System for Dependency Parsing
Peng Qi | Christopher D. Manning |

Multitask Parsing Across Semantic Representations
Daniel Hershcovich | Omri Abend | Ari Rappoport |

Accurate SHRG-Based Semantic Parsing
Yufei Chen | Weiwei Sun | Xiaojun Wan |

Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder | Barbara Plank |

Backpropagating through Structured Argmax using a SPIGOT
Hao Peng | Sam Thomson | Noah A. Smith |

Global Transition-based Non-projective Dependency Parsing
Carlos Gómez-Rodríguez | Tianze Shi | Lillian Lee |

Pre- and In-Parsing Models for Neural Empty Category Detection
Yufei Chen | Yuanyuan Zhao | Weiwei Sun | Xiaojun Wan |

Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing
Daniel Fried | Dan Klein |

Parser Training with Heterogeneous Treebanks
Sara Stymne | Miryam de Lhoneux | Aaron Smith | Joakim Nivre |

Generalized chart constraints for efficient PCFG and TAG parsing
Stefan Grünewald | Sophie Henning | Alexander Koller |

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
Tal Linzen | Emmanuel Dupoux | Yoav Goldberg |

In-Order Transition-based Constituent Parsing
Jiangming Liu | Yue Zhang |

Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser | Miguel Ballesteros |

Surface Statistics of an Unknown Language Indicate How to Parse It
Dingquan Wang | Jason Eisner |

Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov | James Glass |

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

Challenges of Computational Processing of Code-Switching
Özlem Çetinoğlu | Sarah Schulz | Ngoc Thang Vu |

Universal Dependencies for Greek
Prokopis Prokopidis | Haris Papageorgiou |

Multi-task Domain Adaptation for Sequence Tagging
Nanyun Peng | Mark Dredze |

Reconstruction of Word Embeddings from Sub-Word Parameters
Karl Stratos |

Dependency Parsing with Dilated Iterated Graph CNNs
Emma Strubell | Andrew McCallum |

Entity Identification as Multitasking
Karl Stratos |

A BiLSTM-based System for Cross-lingual Pronoun Prediction
Sara Stymne | Sharid Loáiciga | Fabienne Cap |

Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes | Roman Klinger | Sabine Schulte im Walde |

Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling
Riyaz A. Bhat | Irshad Bhat | Dipti Sharma |

Exploiting Structure in Parsing to 1-Endpoint-Crossing Graphs
Robin Kurtz | Marco Kuhlmann |

Arc-Hybrid Non-Projective Dependency Parsing with a Static-Dynamic Oracle
Miryam de Lhoneux | Sara Stymne | Joakim Nivre |

Encoder-Decoder Shift-Reduce Syntactic Parsing
Jiangming Liu | Yue Zhang |

Arc-Standard Spinal Parsing with Stack-LSTMs
Miguel Ballesteros | Xavier Carreras |

A Dependency Treebank for Kurmanji Kurdish
Memduh Gökırmak | Francis M. Tyers |

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
Dat Quoc Nguyen | Karin Verspoor |

Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
Daniel Edmiston | Karl Stratos |

Nightmare at test time: How punctuation prevents parsers from generalizing
Anders Søgaard | Miryam de Lhoneux | Isabelle Augenstein |

Can LSTM Learn to Capture Agreement? The Case of Basque
Shauli Ravfogel | Yoav Goldberg | Francis Tyers |

Explicitly modeling case improves neural dependency parsing
Clara Vania | Adam Lopez |

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

Extended and Enhanced Polish Dependency Bank in Universal Dependencies Format
Alina Wróblewska |

Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning
Xiang Yu | Ngoc Thang Vu | Jonas Kuhn |

Jabberwocky Parsing: Dependency Parsing with Lexical Noise
Jungo Kasai | Robert Frank |

Field Of Study

Linguistic Trends

Embeddings

Task

Tagging

Approach

Structured Prediction

Language

Chinese English

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 |