NLPExplorer

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

Vered Shwartz | Yoav Goldberg | Ido Dagan |

Paper Details:

Month: August
Year: 2016
Location: Berlin, Germany
Venue: ACL |

Citations

URL

Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan | Chengyu Wang | Xiaofeng He |

A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang | Xiaofeng He | Aoying Zhou |

Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations
Goran Glavaš | Simone Paolo Ponzetto |

Learning Fine-grained Relations from Chinese User Generated Categories
Chengyu Wang | Yan Fan | Xiaofeng He | Aoying Zhou |

Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval | Jose Camacho-Collados | Luis Espinosa-Anke | Steven Schockaert |

Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
Koki Washio | Tsuneaki Kato |

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Gabriel Stanovsky | Mark Hopkins |

Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz | Enrico Santus | Dominik Schlechtweg |

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Instances and concepts in distributional space
Gemma Boleda | Abhijeet Gupta | Sebastian Padó |

Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
Dmitry Ustalov | Nikolay Arefyev | Chris Biemann | Alexander Panchenko |

Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis
Yuichiroh Matsubayashi | Kentaro Inui |

Undersampling Improves Hypernymy Prototypicality Learning
Koki Washio | Tsuneaki Kato |

Comparing Constraints for Taxonomic Organization
Anne Cocos | Marianna Apidianaki | Chris Callison-Burch |

Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio | Tsuneaki Kato |

Specialising Word Vectors for Lexical Entailment
Ivan Vulić | Nikola Mrkšić |

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš | Ivan Vulić |

Syntactically Aware Neural Architectures for Definition Extraction
Luis Espinosa-Anke | Steven Schockaert |

Transductive Non-linear Learning for Chinese Hypernym Prediction
Chengyu Wang | Junchi Yan | Aoying Zhou | Xiaofeng He |

Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition
Ellie Pavlick | Marius Paşca |

Bridging CNNs, RNNs, and Weighted Finite-State Machines
Roy Schwartz | Sam Thomson | Noah A. Smith |

Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Stephen Roller | Douwe Kiela | Maximilian Nickel |

Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei | Daniela Gerz | Ivan Vulić |

Detecting Asymmetric Semantic Relations in Context: A Case-Study on Hypernymy Detection
Yogarshi Vyas | Marine Carpuat |

Mapping the Paraphrase Database to WordNet
Anne Cocos | Marianna Apidianaki | Chris Callison-Burch |

Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment
Tu Vu | Vered Shwartz |

Term Definitions Help Hypernymy Detection
Wenpeng Yin | Dan Roth |

Path-based vs. Distributional Information in Recognizing Lexical Semantic Relations
Vered Shwartz | Ido Dagan |

The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations
Enrico Santus | Anna Gladkova | Stefan Evert | Alessandro Lenci |

CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations
Vered Shwartz | Ido Dagan |

CogALex-V Shared Task: ROOT18
Emmanuele Chersoni | Giulia Rambelli | Enrico Santus |

CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks
Chinnappa Guggilla |

Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations
Kentaro Kanada | Tetsunori Kobayashi | Yoshihiko Hayashi |

WordNet Embeddings
Chakaveh Saedi | António Branco | João António Rodrigues | João Silva |

Field Of Study

Linguistic Trends

Embeddings

Approach

Deep Learning

Language

Spanish

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