NLPExplorer

Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings

Corina Dima | Erhard Hinrichs |

Month: April
Year: 2015
Location: London, UK
Venue: IWCS | WS |
SIG: SIGSEM

Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM
Girishkumar Ponkiya | Kevin Patel | Pushpak Bhattacharyya | Girish Palshikar |

Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
Murhaf Fares | Stephan Oepen | Erik Velldal |

Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model
Vered Shwartz | Chris Waterson |

Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations
Vered Shwartz | Ido Dagan |

Towards a Formal Representation of Components of German Compounds
Thierry Declerck | Piroska Lendvai |

On Why Coarse Class Classification is Bottleneck in Noun Compound Interpretation
Girishkumar Ponkiya | Pushpak Bhattacharyya | Girish K. Palshikar |

What do we need to know about an unknown word when parsing German
Bich-Ngoc Do | Ines Rehbein | Anette Frank |

Unsupervised Induction of Compositional Types for English Adjective-Noun Pairs
Wiebke Petersen | Oliver Hellwig |

Lexical Semantics Embeddings

Named Entity Recognition Semantic Similarity Sentiment Analysis Ethics

English

News

Expectation-Regulated Neural Model for Event Mention Extraction

Ching-Yun Chang | Zhiyang Teng | Yue Zhang |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora

Andrius Mudinas | Dell Zhang | Mark Levene |

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |

A Joint Model of Conversational Discourse Latent Topics on Microblogs

Jing Li | Yan Song | Zhongyu Wei | Kam-Fai Wong |