NLPExplorer

Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction

Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Paper Details:

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

Citations

URL

Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Hierarchical Embeddings for Hypernymy Detection and Directionality
Kim Anh Nguyen | Maximilian Köper | Sabine Schulte im Walde | Ngoc Thang Vu |

Rotated Word Vector Representations and their Interpretability
Sungjoon Park | JinYeong Bak | Alice Oh |

Deriving continous grounded meaning representations from referentially structured multimodal contexts
Sina Zarrieß | David Schlangen |

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

Building Lexical Vector Representations from Concept Definitions
Danilo Silva de Carvalho | Minh Le Nguyen |

Learning to Negate Adjectives with Bilinear Models
Laura Rimell | Amandla Mabona | Luana Bulat | Douwe Kiela |

Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings
Sina Zarrieß | David Schlangen |

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini | Jose Camacho-Collados | Ignacio Iacobacci | Roberto Navigli |

Learning Word Representations with Regularization from Prior Knowledge
Yan Song | Chia-Jung Lee | Fei Xia |

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić | Goran Glavaš | Nikola Mrkšić | Anna Korhonen |

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

Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings
Yan Song | Shuming Shi | Jing Li | Haisong Zhang |

Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness
Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš | Ivan Vulić |

ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora
Alfredo Maldonado | Filip Klubička |

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: ROOT18
Emmanuele Chersoni | Giulia Rambelli | Enrico Santus |

Complex Verbs are Different: Exploring the Visual Modality in Multi-Modal Models to Predict Compositionality
Maximilian Köper | Sabine Schulte im Walde |

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić |

http://www.wordnik.com

Field Of Study

Linguistic Trends

Distributional Semantics Embeddings

Task

Textual Entailment

Language

English

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