NLPExplorer

Making Tree Kernels Practical for Natural Language Learning

Alessandro Moschitti |

Paper Details:

Month: April
Year: 2006
Location: Trento, Italy
Venue: EACL |

Citations

URL

A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel
Bin Chen | Jian Su | Chew Lim Tan |

A Cross-lingual Annotation Projection Approach for Relation Detection
Seokhwan Kim | Minwoo Jeong | Jonghoon Lee | Gary Geunbae Lee |

Maximum Metric Score Training for Coreference Resolution
Shanheng Zhao | Hwee Tou Ng |

Varro: An Algorithm and Toolkit for Regular Structure Discovery in Treebanks
Scott Martens |

Quality Estimation of English-French Machine Translation: A Detailed Study of the Role of Syntax
Rasoul Kaljahi | Jennifer Foster | Johann Roturier | Raphael Rubino |

Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking
Alberto Barrón-Cedeño | Giovanni Da San Martino | Salvatore Romeo | Alessandro Moschitti |

A Dependency-based Word Subsequence Kernel
Rohit Kate |

Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding
Marco Dinarelli | Alessandro Moschitti | Giuseppe Riccardi |

Classifying Relations for Biomedical Named Entity Disambiguation
Xinglong Wang | Jun’ichi Tsujii | Sophia Ananiadou |

Automatic Detection and Classification of Social Events
Apoorv Agarwal | Owen Rambow |

Structured Lexical Similarity via Convolution Kernels on Dependency Trees
Danilo Croce | Alessandro Moschitti | Roberto Basili |

Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features
Bowei Zou | Guodong Zhou | Qiaoming Zhu |

Chinese Zero Pronoun Resolution: Some Recent Advances
Chen Chen | Vincent Ng |

A Walk-Based Semantically Enriched Tree Kernel Over Distributed Word Representations
Shashank Srivastava | Dirk Hovy | Eduard Hovy |

Sieve-Based Spatial Relation Extraction with Expanding Parse Trees
Jennifer D’Souza | Vincent Ng |

The Impact of Modeling Overall Argumentation with Tree Kernels
Henning Wachsmuth | Giovanni Da San Martino | Dora Kiesel | Benno Stein |

Syntactic and Semantic Kernels for Short Text Pair Categorization
Alessandro Moschitti |

Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction
Md. Faisal Mahbub Chowdhury | Alberto Lavelli |

A Data-Oriented Model of Literary Language
Andreas van Cranenburgh | Rens Bod |

Syntactic Kernels for Natural Language Learning: the Semantic Role Labeling Case
Alessandro Moschitti |

Syntactic Tree-based Relation Extraction Using a Generalization of Collins and Duffy Convolution Tree Kernel
Mahdy Khayyamian | Seyed Abolghasem Mirroshandel | Hassan Abolhassani |

Syntactic/Semantic Structures for Textual Entailment Recognition
Yashar Mehdad | Alessandro Moschitti | Fabio Massimo Zanzotto |

Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction
Md. Faisal Mahbub Chowdhury | Alberto Lavelli |

Computational Exploration to Linguistic Structures of Future: Classification and Categorization
Aiming Ni | Jinho D. Choi | Jason Shepard | Phillip Wolff |

Automatic Learning of Textual Entailments with Cross-Pair Similarities
Fabio Massimo Zanzotto | Alessandro Moschitti |

Semantic Role Labeling Systems for Arabic using Kernel Methods
Mona Diab | Alessandro Moschitti | Daniele Pighin |

Modeling Topic Dependencies in Hierarchical Text Categorization
Alessandro Moschitti | Qi Ju | Richard Johansson |

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

Semantic Frames to Predict Stock Price Movement
Boyi Xie | Rebecca J. Passonneau | Leon Wu | Germán G. Creamer |

Explicit and Implicit Syntactic Features for Text Classification
Matt Post | Shane Bergsma |

A Convolution Kernel Approach to Identifying Comparisons in Text
Maksim Tkachenko | Hady Lauw |

In-tool Learning for Selective Manual Annotation in Large Corpora
Erik-Lân Do Dinh | Richard Eckart de Castilho | Iryna Gurevych |

The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors
Hardik Vala | Andrew Piper | Derek Ruths |

Learning Structural Kernels for Natural Language Processing
Daniel Beck | Trevor Cohn | Christian Hardmeier | Lucia Specia |

FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information
Md. Faisal Mahbub Chowdhury | Alberto Lavelli |

[LVIC-LIMSI]: Using Syntactic Features and Multi-polarity Words for Sentiment Analysis in Twitter
Morgane Marchand | Alexandru Ginsca | Romaric Besançon | Olivier Mesnard |

Tree Kernel Engineering in Semantic Role Labeling Systems
Alessandro Moschitti | Daniele Pighin | Roberto Basili |

Semantic Role Labeling via Tree Kernel Joint Inference
Alessandro Moschitti | Daniele Pighin | Roberto Basili |

Shallow Semantic in Fast Textual Entailment Rule Learners
Fabio Massimo Zanzotto | Marco Pennacchiotti | Alessandro Moschitti |

Prior Derivation Models For Formally Syntax-Based Translation Using Linguistically Syntactic Parsing and Tree Kernels
Bowen Zhou | Bing Xiang | Xiaodan Zhu | Yuqing Gao |

Efficient Linearization of Tree Kernel Functions
Daniele Pighin | Alessandro Moschitti |

Syntactic and Semantic Structure for Opinion Expression Detection
Richard Johansson | Alessandro Moschitti |

A Study on Dependency Tree Kernels for Automatic Extraction of Protein-Protein Interaction
Faisal Md. Chowdhury | Alberto Lavelli | Alessandro Moschitti |

Distributed Structures and Distributional Meaning
Fabio Massimo Zanzotto | Lorenzo Dell’Arciprete |

HOO 2012 Shared Task: UKP Lab System Description
Torsten Zesch | Jens Haase |

Tree Kernels for Machine Translation Quality Estimation
Christian Hardmeier | Joakim Nivre | Jörg Tiedemann |

Assigning Deep Lexical Types Using Structured Classifier Features for Grammatical Dependencies
João Silva | António Branco |

Syntax and Semantics in Quality Estimation of Machine Translation
Rasoul Kaljahi | Jennifer Foster | Johann Roturier |

Multiword Expression Identification with Recurring Tree Fragments and Association Measures
Federico Sangati | Andreas van Cranenburgh |

Text-based experiments for Predicting mental health emergencies in online web forum posts
Hector-Hugo Franco-Penya | Liliana Mamani Sanchez |

Combined Tree Kernel-based classifiers for Assessing Quality of Scientific Text
Liliana Mamani Sanchez | Hector-Hugo Franco-Penya |

Detecting Opinion Polarities using Kernel Methods
Rasoul Kaljahi | Jennifer Foster |

UHH Submission to the WMT17 Quality Estimation Shared Task
Melania Duma | Wolfgang Menzel |

The Benefit of Pseudo-Reference Translations in Quality Estimation of MT Output
Melania Duma | Wolfgang Menzel |

Field Of Study

Linguistic Trends

Syntax

Task

Syntactic Parsing Semantic Parsing

Language

English

Dataset

News

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