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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Paper Details:
Year: 2017
Venue:
TACL |
Citations
URL
Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
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Fang Li
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Timothy Baldwin
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Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato
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Claudio Delli Bovi
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Roberto Navigli
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Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Paweł Budzianowski
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Tsung-Hsien Wen
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Bo-Hsiang Tseng
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Iñigo Casanueva
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Stefan Ultes
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Osman Ramadan
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Milica Gašić
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Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings
Prakhar Pandey
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Vikram Pudi
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Manish Shrivastava
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Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini
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Jose Camacho-Collados
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Ignacio Iacobacci
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Roberto Navigli
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Evaluation of Croatian Word Embeddings
Lukáš Svoboda
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Slobodan Beliga
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš
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Ivan Vulić
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ClaimRank: Detecting Check-Worthy Claims in Arabic and English
Israa Jaradat
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Pepa Gencheva
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Alberto Barrón-Cedeño
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Lluís Màrquez
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Preslav Nakov
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman
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Ivan Vulić
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Roi Reichart
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Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
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Xiaodan Zhu
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Zhen-Hua Ling
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Diana Inkpen
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Si Wei
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Fully Statistical Neural Belief Tracking
Nikola Mrkšić
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Ivan Vulić
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Using pseudo-senses for improving the extraction of synonyms from word embeddings
Olivier Ferret
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Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei
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Daniela Gerz
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Ivan Vulić
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
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Edoardo Ponti
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Jason Naradowsky
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Roi Reichart
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Anna Korhonen
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Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić
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Comprehension Driven Document Planning in Natural Language Generation Systems
Craig Thomson
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Ehud Reiter
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Somayajulu Sripada
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No URLs Found
Field Of Study
Linguistic Trends
Embeddings
Ontologies
Task
Language Understanding
Tagging
Semantic Parsing
Textual Entailment
Semantic Similarity
Sentiment Analysis
Question Answering
Machine Translation
Paraphrasing
Approach
Representation Learning
Language
Multilingual
English
Korean
French
Hebrew
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