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A Comparison of Vector-based Representations for Semantic Composition
William Blacoe
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Mirella Lapata
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Paper Details:
Month: July
Year: 2012
Location: Jeju Island, Korea
Venue:
CoNLL |
EMNLP |
Citations
URL
Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German
Wiebke Petersen
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Oliver Hellwig
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A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs
Kuntal Dey
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Ritvik Shrivastava
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Saroj Kaushik
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Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis
Anh Dang
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Abidalrahman Moh’d
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Aminul Islam
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Rosane Minghim
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Michael Smit
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Evangelos Milios
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LCQMC:A Large-scale Chinese Question Matching Corpus
Xin Liu
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Qingcai Chen
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Chong Deng
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Huajun Zeng
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Jing Chen
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Dongfang Li
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Buzhou Tang
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Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection
Huda Hakami
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Kohei Hayashi
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Danushka Bollegala
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Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Jingshu Liu
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Emmanuel Morin
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Peña Saldarriaga
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Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks
Masashi Tsubaki
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Kevin Duh
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Masashi Shimbo
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Yuji Matsumoto
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Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics
Eva Maria Vecchi
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Roberto Zamparelli
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Marco Baroni
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Discriminative Improvements to Distributional Sentence Similarity
Yangfeng Ji
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Jacob Eisenstein
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Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data
Ivan Vulić
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Marie-Francine Moens
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Composition of Word Representations Improves Semantic Role Labelling
Michael Roth
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Kristian Woodsend
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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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Fine-Grained Contextual Predictions for Hard Sentiment Words
Sebastian Ebert
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Hinrich Schütze
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Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
Kazuma Hashimoto
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Pontus Stenetorp
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Makoto Miwa
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Yoshimasa Tsuruoka
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Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization
Jonghoon Kim
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François Rousseau
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Michalis Vazirgiannis
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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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Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He
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Kevin Gimpel
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Jimmy Lin
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Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
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Julie Weeds
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Jeremy Reffin
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David Weir
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TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification
Wenpeng Yin
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Dan Roth
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A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford
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Vera Demberg
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Nianwen Xue
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Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin
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Hinrich Schütze
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Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning
Edward Grefenstette
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Mehrnoosh Sadrzadeh
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Aligning Packed Dependency Trees: A Theory of Composition for Distributional Semantics
David Weir
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Julie Weeds
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Jeremy Reffin
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Thomas Kober
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Multichannel Variable-Size Convolution for Sentence Classification
Wenpeng Yin
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Hinrich Schütze
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A Quantum-Theoretic Approach to Distributional Semantics
William Blacoe
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Elham Kashefi
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Mirella Lapata
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A Tensor-based Factorization Model of Semantic Compositionality
Tim Van de Cruys
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Thierry Poibeau
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Anna Korhonen
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Convolutional Neural Network for Paraphrase Identification
Wenpeng Yin
|
Hinrich Schütze
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Discriminative Phrase Embedding for Paraphrase Identification
Wenpeng Yin
|
Hinrich Schütze
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The Role of Syntax in Vector Space Models of Compositional Semantics
Karl Moritz Hermann
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Phil Blunsom
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Re-embedding words
Igor Labutov
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Hod Lipson
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A practical and linguistically-motivated approach to compositional distributional semantics
Denis Paperno
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Nghia The Pham
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Marco Baroni
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Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
Marco Baroni
|
Georgiana Dinu
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Germán Kruszewski
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How to make words with vectors: Phrase generation in distributional semantics
Georgiana Dinu
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Marco Baroni
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An Exploration of Embeddings for Generalized Phrases
Wenpeng Yin
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Hinrich Schütze
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MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
Wenpeng Yin
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Hinrich Schütze
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A Generalisation of Lexical Functions for Composition in Distributional Semantics
Antoine Bride
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Tim Van de Cruys
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Nicholas Asher
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Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen
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Barbara Plank
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Ralph Grishman
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Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
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Germán Kruszewski
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Angeliki Lazaridou
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Marco Baroni
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Learning Semantically and Additively Compositional Distributional Representations
Ran Tian
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Naoaki Okazaki
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Kentaro Inui
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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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Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting
|
Kevin Gimpel
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An Empirical Study on End-to-End Sentence Modelling
Kurt Junshean Espinosa
|
One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations
Yangfeng Ji
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Jacob Eisenstein
|
evision PDF of 'From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Deriving Boolean structures from distributional vectors
German Kruszewski
|
Denis Paperno
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Marco Baroni
|
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin
|
Hinrich Schütze
|
Bing Xiang
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Bowen Zhou
|
Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors
Edward Grefenstette
|
Dead parrots make bad pets: Exploring modifier effects in noun phrases
Germán Kruszewski
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Marco Baroni
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Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics
Samuel Ritter
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Cotie Long
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Denis Paperno
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Marco Baroni
|
Matthew Botvinick
|
Adele Goldberg
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SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)
Wei Xu
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Chris Callison-Burch
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Bill Dolan
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FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings
Duygu Ataman
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José G. C. de Souza
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Marco Turchi
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Matteo Negri
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ASOBEK at SemEval-2016 Task 1: Sentence Representation with Character N-gram Embeddings for Semantic Textual Similarity
Asli Eyecioglu
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Bill Keller
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Learning Neural Word Salience Scores
Krasen Samardzhiev
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Andrew Gargett
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Danushka Bollegala
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General estimation and evaluation of compositional distributional semantic models
Georgiana Dinu
|
Nghia The Pham
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Marco Baroni
|
“Not not bad” is not “bad”: A distributional account of negation
Karl Moritz Hermann
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Edward Grefenstette
|
Phil Blunsom
|
Recurrent Convolutional Neural Networks for Discourse Compositionality
Nal Kalchbrenner
|
Phil Blunsom
|
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition
Alona Fyshe
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Brian Murphy
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Partha Talukdar
|
Tom Mitchell
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Separating Disambiguation from Composition in Distributional Semantics
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Stephen Pulman
|
A Systematic Study of Semantic Vector Space Model Parameters
Douwe Kiela
|
Stephen Clark
|
Linguistic Regularities in Sparse and Explicit Word Representations
Omer Levy
|
Yoav Goldberg
|
A computational linguistic approach to Spanish Golden Age Sonnets: metrical and semantic aspects
Borja Navarro
|
evision PDF of 'Idiom Paraphrases: Seventh Heaven vs Cloud Nine
Maria Pershina
|
Yifan He
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Ralph Grishman
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Words are not Equal: Graded Weighting Model for Building Composite Document Vectors
Pranjal Singh
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Amitabha Mukerjee
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Finding The Best Model Among Representative Compositional Models
Masayasu Muraoka
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Sonse Shimaoka
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Kazeto Yamamoto
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Yotaro Watanabe
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Naoaki Okazaki
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Kentaro Inui
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Paraphrase Detection Based on Identical Phrase and Similar Word Matching
Hoang-Quoc Nguyen-Son
|
Yusuke Miyao
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Isao Echizen
|
Acquiring distributed representations for verb-object pairs by using word2vec
Miki Iwai
|
Takashi Ninomiya
|
Kyo Kageura
|
http://clic.cimec.unitn.it/dm/
Field Of Study
Linguistic Trends
Distributional Semantics
Embeddings
Task
Semantic Similarity
Language
English
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