NLPExplorer

context2vec: Learning Generic Context Embedding with Bidirectional LSTM

Oren Melamud | Jacob Goldberger | Ido Dagan |

Paper Details:

Month: August
Year: 2016
Location: Berlin, Germany
Venue: CoNLL |
SIG: SIGNLL

Citations

URL

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen | Yoav Goldberg |

A Deep Dive into Word Sense Disambiguation with LSTM
Minh Le | Marten Postma | Jacopo Urbani | Piek Vossen |

Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Yow-Ting Shiue | Hen-Hsen Huang | Hsin-Hsi Chen |

What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers | Shashwath Hosur Ananthakrishna | Anna Rumshisky |

Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph
Dongsuk O | Sunjae Kwon | Kyungsun Kim | Youngjoong Ko |

Model-Free Context-Aware Word Composition
Bo An | Xianpei Han | Le Sun |

Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data
Tommaso Pasini | Roberto Navigli |

Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato | Claudio Delli Bovi | Roberto Navigli |

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić | Nikola Mrkšić | Anna Korhonen |

Adversarial Removal of Demographic Attributes from Text Data
Yanai Elazar | Yoav Goldberg |

Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela | Changhan Wang | Kyunghyun Cho |

Word Sense Induction with Neural biLM and Symmetric Patterns
Asaf Amrami | Yoav Goldberg |

Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
Alessandro Raganato | Jose Camacho-Collados | Roberto Navigli |

Out-of-domain FrameNet Semantic Role Labeling
Silvana Hartmann | Ilia Kuznetsov | Teresa Martin | Iryna Gurevych |

A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse
Sosuke Kobayashi | Naoaki Okazaki | Kentaro Inui |

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

A Joint Model for Semantic Sequences: Frames, Entities, Sentiments
Haoruo Peng | Snigdha Chaturvedi | Dan Roth |

Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources
Stefano Melacci | Achille Globo | Leonardo Rigutini |

FastSense: An Efficient Word Sense Disambiguation Classifier
Tolga Uslu | Alexander Mehler | Daniel Baumartz | Wahed Hemati |

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 |

Lexical Substitution for Evaluating Compositional Distributional Models
Maja Buljan | Sebastian Padó | Jan Šnajder |

Vancouver Welcomes You! Minimalist Location Metonymy Resolution
Milan Gritta | Mohammad Taher Pilehvar | Nut Limsopatham | Nigel Collier |

Semi-supervised sequence tagging with bidirectional language models
Matthew Peters | Waleed Ammar | Chandra Bhagavatula | Russell Power |

Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar | Jose Camacho-Collados | Roberto Navigli | Nigel Collier |

EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text
Claudio Delli Bovi | Jose Camacho-Collados | Alessandro Raganato | Roberto Navigli |

Character-Aware Neural Morphological Disambiguation
Alymzhan Toleu | Gulmira Tolegen | Aibek Makazhanov |

Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros | William Chan | Geoffrey Hinton |

Word Embedding and WordNet Based Metaphor Identification and Interpretation
Rui Mao | Chenghua Lin | Frank Guerin |

Which Melbourne? Augmenting Geocoding with Maps
Milan Gritta | Mohammad Taher Pilehvar | Nigel Collier |

Word Sense Disambiguation with Recurrent Neural Networks
Alexander Popov |

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

Does Free Word Order Hurt? Assessing the Practical Lexical Function Model for Croatian
Zoran Medić | Jan Šnajder | Sebastian Padó |

A Preliminary Study of Croatian Lexical Substitution
Domagoj Alagić | Jan Šnajder |

Supervised and unsupervised approaches to measuring usage similarity
Milton King | Paul Cook |

Learning to Embed Words in Context for Syntactic Tasks
Lifu Tu | Kevin Gimpel | Karen Livescu |

Neural Disambiguation of Causal Lexical Markers Based on Context
Eugenio Martínez-Cámara | Vered Shwartz | Iryna Gurevych | Ido Dagan |

The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD
Eneko Agirre | Oier López de Lacalle | Aitor Soroa |

A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish
Frankie Robertson |

http://www.cs.biu.ac.il/nlp/resources/

Field Of Study

Linguistic Trends

Embeddings Syntax

Task

Word Sense Disambiguation Named Entity Recognition

Language

Multilingual English

Dataset

News

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