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Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Angeliki Lazaridou
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Marco Marelli
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Roberto Zamparelli
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Marco Baroni
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Paper Details:
Month: August
Year: 2013
Location: Sofia, Bulgaria
Venue:
ACL |
Citations
URL
Towards Semantic Validation of a Derivational Lexicon
Britta Zeller
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Sebastian Padó
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Jan Šnajder
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Predictability of Distributional Semantics in Derivational Word Formation
Sebastian Padó
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Aurélie Herbelot
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Max Kisselew
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Jan Šnajder
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Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima
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Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
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Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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High-risk learning: acquiring new word vectors from tiny data
Aurélie Herbelot
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Marco Baroni
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Memory, Show the Way: Memory Based Few Shot Word Representation Learning
Jingyuan Sun
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Shaonan Wang
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Chengqing Zong
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Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar
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Nigel Collier
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A Character-based Approach to Distributional Semantic Models: Exploiting Kanji Characters for Constructing JapaneseWord Vectors
Akira Utsumi
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Bilingual Lexicon Extraction at the Morpheme Level Using Distributional Analysis
Amir Hazem
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Béatrice Daille
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Learning Kernels for Semantic Clustering: A Deep Approach
Ignacio Arroyo-Fernández
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DISSECT - DIStributional SEmantics Composition Toolkit
Georgiana Dinu
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Nghia The Pham
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Marco Baroni
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On metric embedding for boosting semantic similarity computations
Julien Subercaze
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Christophe Gravier
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Frederique Laforest
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Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu
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Jiawei Liu
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Wei Yang
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Liusheng Huang
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Joint Semantic Synthesis and Morphological Analysis of the Derived Word
Ryan Cotterell
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Hinrich Schütze
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Improving Zero-Shot-Learning for German Particle Verbs by using Training-Space Restrictions and Local Scaling
Maximilian Köper
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Sabine Schulte im Walde
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Max Kisselew
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Sebastian Padó
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Better Word Representations with Recursive Neural Networks for Morphology
Thang Luong
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Richard Socher
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Christopher Manning
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Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Max Kisselew
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Sebastian Padó
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Alexis Palmer
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Jan Šnajder
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A Joint Model for Word Embedding and Word Morphology
Kris Cao
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Marek Rei
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Are doggies really nicer than dogs? The impact of morphological derivation on emotional valence in German
Gabriella Lapesa
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Sebastian Padó
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Tillmann Pross
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Antje Rossdeutscher
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Modeling Derivational Morphology in Ukrainian
Mariia Melymuka
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Gabriella Lapesa
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Max Kisselew
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Sebastian Padó
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Subword-level Composition Functions for Learning Word Embeddings
Bofang Li
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Aleksandr Drozd
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Tao Liu
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Xiaoyong Du
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Characters or Morphemes: How to Represent Words?
Ahmet Üstün
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Murathan Kurfalı
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Burcu Can
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http://clic.cimec.unitn.it/
http://www.crowdflower.com
https://github.com/
http://wacky.sslmit.unibo.it
http://www.natcorp
Field Of Study
Linguistic Trends
Lexical Semantics
Distributional Semantics
Formal Semantics
Morphology
Task
Morphological Analysis
Syntactic Parsing
Semantic Similarity
Machine Translation
Approach
Bayesian Model
Unsupervised Learning
Language
Multilingual
Chinese
English
Dataset
Encyclopedia
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