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Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules
Ivan Vulić
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Nikola Mrkšić
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Roi Reichart
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Diarmuid Ó Séaghdha
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Steve Young
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Anna Korhonen
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources
Ilia Kuznetsov
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Iryna Gurevych
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Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
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Fang Li
|
Timothy Baldwin
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Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla
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Niyati Chhaya
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Kushal Chawla
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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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On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
Daniela Gerz
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Ivan Vulić
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Edoardo Maria Ponti
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Roi Reichart
|
Anna Korhonen
|
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
|
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
|
Nikola Mrkšić
|
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš
|
Ivan Vulić
|
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Tsung-Hsien Wen
|
Blaise Thomson
|
Steve Young
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
|
Ivan Vulić
|
Fully Statistical Neural Belief Tracking
Nikola Mrkšić
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Ivan Vulić
|
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
|
Jason Naradowsky
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Roi Reichart
|
Anna Korhonen
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Incorporating Subword Information into Matrix Factorization Word Embeddings
Alexandre Salle
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Aline Villavicencio
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Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić
|
https://doi.org/10.18653/v1/P17-1006
https://doi.org/10.18653/v1/P17-1006
https://arxiv.org/abs/1611.01487
http://www.aclweb.org/anthology/W13-
http://www.aclweb.org/anthology/P/P08/P08-1087
http://www.aclweb.org/anthology/P14-2131
http://www.aclweb.org/anthology/P14-1023
https://aclweb.org/anthology/D16-1047
https://doi.org/10.1007/978-3-662-44848-9_9
http://jmlr.org/proceedings/papers/v32/botha14.html
https://doi.org/10.1613/jair.4135
http://aclweb.org/anthology/W/W16/W16-1603
http://www.aclweb.org/anthology/D14-1082
http://dl.acm.org/citation.cfm?id=1953048.2078186
http://anthology.aclweb.org/W16-2002
http://www.aclweb.org/anthology/N15-1140
https://arxiv.org/abs/1701.00946
http://www.aclweb.org/anthology/P16-
http://doi.acm.org/10.1145/1217098.1217101
http://hdl.handle.net/1842/563
http://arxiv.org/abs/1412.6568
http://jmlr.org/proceedings/papers/v32/santos14.html
http://dl.acm.org/citation.cfm?id=2021068
http://www.lrec-
http://www.aclweb.org/anthology/N15-1184
http://www.aclweb.org/anthology/E14-1049
http://www.aclweb.org/anthology/N16-1077
https://mitpress.mit.edu/books/wordnet
https://doi.org/10.1145/503104.503110
http://www.aclweb.org/anthology/N13-
https://aclweb.org/anthology/D16-1235
http://aclweb.org/anthology/W/W14/W14-
https://doi.org/10.1109/SLT.2014.7078595
http://aclweb.org/anthology/W/W14/W14-
https://doi.org/10.1162/COLI_a_00237
http://www.aclweb.org/anthology/N15-1070
http://aclweb.org/anthology/D15-1245
http://www.aclweb.org/anthology/E17-1049
http://aclweb.org/anthology/D15-1242
http://www.aclweb.org/anthology/P13-1149
http://aclweb.org/anthology/W/W13/W13-
http://arxiv.org/abs/1508.00106
http://www.aclweb.org/anthology/P14-2050
http://aclweb.org/anthology/D15-
http://www.aclweb.org/anthology/E17-1001
http://www.aclweb.org/anthology/P15-1145
http://www.aclweb.org/anthology/W15-1521
http://www.aclweb.org/anthology/W13-3512
http://aclweb.org/anthology/K/K16/K16-1006.pdf
http://aclweb.org/anthology/P/P15/P15-2130.pdf
http://arxiv.org/abs/1606.03777
http://aclweb.org/anthology/N/N16/N16-
http://www.icml2010.org/papers/432.pdf
https://doi.org/10.1016/j.artint.2012.07.001
http://anthology.aclweb.org/P16-2074
https://arxiv.org/abs/1509.01007
http://www.aclweb.org/anthology/P15-
http://www.aclweb.org/anthology/D14-1162
http://www.aclweb.org/anthology/E17-1029
http://www.aclweb.org/anthology/C14-1015
http://aclweb.org/anthology/N/N01/N01-1024
http://www.aclweb.org/anthology/K15-1026
http://www.aclweb.org/anthology/N16-1060
http://www.aclweb.org/anthology/N15-1186
http://www.aclweb.org/anthology/P16-
http://www.aclweb.org/anthology/P15-2111
http://www.aclweb.org/anthology/W10-1401
http://www.aclweb.org/anthology/P10-1040
https://doi.org/10.1613/jair.2934
http://www.aclweb.org/anthology/E17-1040
http://www.aclweb.org/anthology/E17-2033
http://anthology.aclweb.org/P16-2084
http://www.aclweb.org/anthology/P16-1024
http://www.aclweb.org/anthology/E17-1042
https://aclweb.org/anthology/D16-1157
http://dad.uni-
https://doi.org/10.1145/2661829.2662038
http://www.aclweb.org/anthology/P14-2089
http://www.aclweb.org/anthology/P13-1118
http://www.aclweb.org/anthology/D13-1141
Field Of Study
Linguistic Trends
Discourse
Distributional Semantics
Embeddings
Ontologies
Syntax
Morphology
Phonology
Phonetics
Task
Language Understanding
Morphological Analysis
Tagging
Semantic Parsing
Semantic Similarity
Information Extraction
Machine Translation
ASR
Approach
Deep Learning
Representation Learning
Language
Multilingual
Chinese
English
Dataset
Spoken Dialog
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