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Evaluating Neural Word Representations in Tensor-Based Compositional Settings
Dmitrijs Milajevs
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Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Matthew Purver
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Paper Details:
Month: October
Year: 2014
Location: Doha, Qatar
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Distributional Inclusion Hypothesis for Tensor-based Composition
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng
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Dimitri Kartsaklis
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When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
Julie Weeds
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Thomas Kober
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Jeremy Reffin
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David Weir
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Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
Maximilian Köper
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Sabine Schulte im Walde
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Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
Xiaodong Liu
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Jianfeng Gao
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Xiaodong He
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Li Deng
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Kevin Duh
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Ye-yi Wang
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Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill
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Kyunghyun Cho
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Anna Korhonen
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Low-Rank Tensors for Verbs in Compositional Distributional Semantics
Daniel Fried
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Tamara Polajnar
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Stephen Clark
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Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto
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Yoshimasa Tsuruoka
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On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić
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Anna Korhonen
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Mining Paraphrasal Typed Templates from a Plain Text Corpus
Or Biran
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Terra Blevins
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Kathleen McKeown
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Robust Co-occurrence Quantification for Lexical Distributional Semantics
Dmitrijs Milajevs
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Mehrnoosh Sadrzadeh
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Matthew Purver
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Decoding Sentiment from Distributed Representations of Sentences
Edoardo Maria Ponti
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Ivan Vulić
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Anna Korhonen
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Distributional Semantics in Use
Raffaella Bernardi
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Gemma Boleda
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Raquel Fernández
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Denis Paperno
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Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization
Kazuma Hashimoto
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Yoshimasa Tsuruoka
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A critique of word similarity as a method for evaluating distributional semantic models
Miroslav Batchkarov
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Thomas Kober
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Jeremy Reffin
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Julie Weeds
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David Weir
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Real-Time Understanding of Complex Discriminative Scene Descriptions
Ramesh Manuvinakurike
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Casey Kennington
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David DeVault
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David Schlangen
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Compositional Semantics using Feature-Based Models from WordNet
Pablo Gamallo
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Martín Pereira-Fariña
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http://www.natcorp.ox.ac.uk/
http://wacky.sslmit.unibo.it/
https://code.google.com/p/word2vec/
http://www.cs.ox.ac.uk/activities/
http://compprag.christopherpotts.net/
Field Of Study
Linguistic Trends
Embeddings
Formal Semantics
Task
Tagging
Machine Translation
Approach
Deep Learning
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English
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