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Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space
Marco Baroni
|
Roberto Zamparelli
|
Paper Details:
Month: October
Year: 2010
Location: Cambridge, MA
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Towards Syntax-aware Compositional Distributional Semantic Models
Lorenzo Ferrone
|
Fabio Massimo Zanzotto
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A Markovian approach to distributional semantics with application to semantic compositionality
Édouard Grave
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Guillaume Obozinski
|
Francis Bach
|
Detecting Learner Errors in the Choice of Content Words Using Compositional Distributional Semantics
Ekaterina Kochmar
|
Ted Briscoe
|
Learning to Distinguish Hypernyms and Co-Hyponyms
Julie Weeds
|
Daoud Clarke
|
Jeremy Reffin
|
David Weir
|
Bill Keller
|
Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
Christophe Servan
|
Alexandre Bérard
|
Zied Elloumi
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Hervé Blanchon
|
Laurent Besacier
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Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification
Chaya Liebeskind
|
Yaakov HaCohen-Kerner
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Predictability of Distributional Semantics in Derivational Word Formation
Sebastian Padó
|
Aurélie Herbelot
|
Max Kisselew
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Jan Šnajder
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Sushrut Thorat
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Varad Choudhari
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Wiebke Petersen
|
Oliver Hellwig
|
Compositional Matrix-Space Models for Sentiment Analysis
Ainur Yessenalina
|
Claire Cardie
|
Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases
Matthias Hartung
|
Anette Frank
|
Probabilistic models of similarity in syntactic context
Diarmuid Ó Séaghdha
|
Anna Korhonen
|
A Comparison of Vector-based Representations for Semantic Composition
William Blacoe
|
Mirella Lapata
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Semantic Compositionality through Recursive Matrix-Vector Spaces
Richard Socher
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Brody Huval
|
Christopher D. Manning
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Andrew Y. Ng
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First Order vs. Higher Order Modification in Distributional Semantics
Gemma Boleda
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Eva Maria Vecchi
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Miquel Cornudella
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Louise McNally
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Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks
Masashi Tsubaki
|
Kevin Duh
|
Masashi Shimbo
|
Yuji Matsumoto
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Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics
Eva Maria Vecchi
|
Roberto Zamparelli
|
Marco Baroni
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Understanding and Quantifying Creativity in Lexical Composition
Polina Kuznetsova
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Jianfu Chen
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Yejin Choi
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Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models
Douwe Kiela
|
Stephen Clark
|
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing
Angeliki Lazaridou
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Eva Maria Vecchi
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Marco Baroni
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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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Reducing Dimensions of Tensors in Type-Driven Distributional Semantics
Tamara Polajnar
|
Luana Fǎgǎrǎşan
|
Stephen Clark
|
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
Kazuma Hashimoto
|
Pontus Stenetorp
|
Makoto Miwa
|
Yoshimasa Tsuruoka
|
Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima
|
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions
Majid Yazdani
|
Meghdad Farahmand
|
James Henderson
|
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
|
Julie Weeds
|
Jeremy Reffin
|
David Weir
|
Exploring Vector Spaces for Semantic Relations
Kata Gábor
|
Haïfa Zargayouna
|
Isabelle Tellier
|
Davide Buscaldi
|
Thierry Charnois
|
Entailment above the word level in distributional semantics
Marco Baroni
|
Raffaella Bernardi
|
Ngoc-Quynh Do
|
Chung-chieh Shan
|
Evaluating Distributional Models of Semantics for Syntactically Invariant Inference
Jackie Chi Kit Cheung
|
Gerald Penn
|
Improving Distributional Semantic Vectors through Context Selection and Normalisation
Tamara Polajnar
|
Stephen Clark
|
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression
Jiming Li
|
Marco Baroni
|
Georgiana Dinu
|
Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung
|
Fabian Kaupmann
|
Soufian Jebbara
|
Philipp Cimiano
|
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
Julie Weeds
|
Thomas Kober
|
Jeremy Reffin
|
David Weir
|
A Context-Theoretic Framework for Compositionality in Distributional Semantics
Daoud Clarke
|
Measuring Word Meaning in Context
Katrin Erk
|
Diana McCarthy
|
Nicholas Gaylord
|
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning
Edward Grefenstette
|
Mehrnoosh Sadrzadeh
|
Formal Distributional Semantics: Introduction to the Special Issue
Gemma Boleda
|
Aurélie Herbelot
|
There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics
Germán Kruszewski
|
Denis Paperno
|
Raffaella Bernardi
|
Marco Baroni
|
RELPRON: A Relative Clause Evaluation Data Set for Compositional Distributional Semantics
Laura Rimell
|
Jean Maillard
|
Tamara Polajnar
|
Stephen Clark
|
Integrating Type Theory and Distributional Semantics: A Case Study on Adjective–Noun Compositions
Nicholas Asher
|
Tim Van de Cruys
|
Antoine Bride
|
Márta Abrusán
|
Aligning Packed Dependency Trees: A Theory of Composition for Distributional Semantics
David Weir
|
Julie Weeds
|
Jeremy Reffin
|
Thomas Kober
|
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
Kazuma Hashimoto
|
Pontus Stenetorp
|
Makoto Miwa
|
Yoshimasa Tsuruoka
|
Learning Adjective Meanings with a Tensor-Based Skip-Gram Model
Jean Maillard
|
Stephen Clark
|
The Lifted Matrix-Space Model for Semantic Composition
WooJin Chung
|
Sheng-Fu Wang
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Samuel Bowman
|
Evaluation of Simple Distributional Compositional Operations on Longer Texts
Tamara Polajnar
|
Laura Rimell
|
Stephen Clark
|
A SICK cure for the evaluation of compositional distributional semantic models
Marco Marelli
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Stefano Menini
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Marco Baroni
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Luisa Bentivogli
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Raffaella Bernardi
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Roberto Zamparelli
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Cognitively Motivated Distributional Representations of Meaning
Elias Iosif
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Spiros Georgiladakis
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Alexandros Potamianos
|
Typology of Adjectives Benchmark for Compositional Distributional Models
Daria Ryzhova
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Maria Kyuseva
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Denis Paperno
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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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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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Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation
Chao Xing
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Dong Wang
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Chao Liu
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Yiye Lin
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Lexical Substitution for Evaluating Compositional Distributional Models
Maja Buljan
|
Sebastian Padó
|
Jan Šnajder
|
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model
Vered Shwartz
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Chris Waterson
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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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Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Angeliki Lazaridou
|
Marco Marelli
|
Roberto Zamparelli
|
Marco Baroni
|
A relatedness benchmark to test the role of determiners in compositional distributional semantics
Raffaella Bernardi
|
Georgiana Dinu
|
Marco Marelli
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Marco Baroni
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A Structured Distributional Semantic Model for Event Co-reference
Kartik Goyal
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Sujay Kumar Jauhar
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Huiying Li
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Mrinmaya Sachan
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Shashank Srivastava
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Eduard Hovy
|
DISSECT - DIStributional SEmantics Composition Toolkit
Georgiana Dinu
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Nghia The Pham
|
Marco Baroni
|
Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann
|
Phil Blunsom
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A practical and linguistically-motivated approach to compositional distributional semantics
Denis Paperno
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Nghia The Pham
|
Marco Baroni
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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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Vector space semantics with frequency-driven motifs
Shashank Srivastava
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Eduard Hovy
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Lexical Inference over Multi-Word Predicates: A Distributional Approach
Omri Abend
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Shay B. Cohen
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Mark Steedman
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A Convolutional Neural Network for Modelling Sentences
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Phil Blunsom
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Probabilistic Soft Logic for Semantic Textual Similarity
Islam Beltagy
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Raymond Mooney
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Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
Dimitri Kartsaklis
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Nal Kalchbrenner
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Mehrnoosh Sadrzadeh
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Compositional Vector Space Models for Knowledge Base Completion
Arvind Neelakantan
|
Benjamin Roth
|
Andrew McCallum
|
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
|
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen
|
Barbara Plank
|
Ralph Grishman
|
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
|
Germán Kruszewski
|
Angeliki Lazaridou
|
Marco Baroni
|
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang
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Bing Qin
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Ting Liu
|
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
|
Varun Manjunatha
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Jordan Boyd-Graber
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Hal Daumé III
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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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Literal and Metaphorical Senses in Compositional Distributional Semantic Models
E.Dario Gutiérrez
|
Ekaterina Shutova
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Tyler Marghetis
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Benjamin Bergen
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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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Most “babies” are “little” and most “problems” are “huge”: Compositional Entailment in Adjective-Nouns
Ellie Pavlick
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Chris Callison-Burch
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Learning Monolingual Compositional Representations via Bilingual Supervision
Ahmed Elgohary
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Marine Carpuat
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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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Polish evaluation dataset for compositional distributional semantics models
Alina Wróblewska
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Katarzyna Krasnowska-Kieraś
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Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition
Ellie Pavlick
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Marius Paşca
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Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality
Alexandre Salle
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Aline Villavicencio
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Multi-Modal Models for Concrete and Abstract Concept Meaning
Felix Hill
|
Roi Reichart
|
Anna Korhonen
|
A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
Gabriella Lapesa
|
Stefan Evert
|
Learning Composition Models for Phrase Embeddings
Mo Yu
|
Mark Dredze
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evision PDF of 'From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Learning Semantics and Selectional Preference of Adjective-Noun Pairs
Karl Moritz Hermann
|
Chris Dyer
|
Phil Blunsom
|
Stephen Pulman
|
An Unsupervised Ranking Model for Noun-Noun Compositionality
Karl Moritz Hermann
|
Phil Blunsom
|
Stephen Pulman
|
Saarland: Vector-based models of semantic textual similarity
Georgiana Dinu
|
Stefan Thater
|
Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors
Edward Grefenstette
|
Montague Meets Markov: Deep Semantics with Probabilistic Logical Form
Islam Beltagy
|
Cuong Chau
|
Gemma Boleda
|
Dan Garrette
|
Katrin Erk
|
Raymond Mooney
|
Exploring Vector Space Models to Predict the Compositionality of German Noun-Noun Compounds
Sabine Schulte im Walde
|
Stefan Müller
|
Stefan Roller
|
SemEval-2013 Task 5: Evaluating Phrasal Semantics
Ioannis Korkontzelos
|
Torsten Zesch
|
Fabio Massimo Zanzotto
|
Chris Biemann
|
MELODI: Semantic Similarity of Words and Compositional Phrases using Latent Vector Weighting
Tim Van de Cruys
|
Stergos Afantenos
|
Philippe Muller
|
Compositional Distributional Semantics Models in Chunk-based Smoothed Tree Kernels
Nghia The Pham
|
Lorenzo Ferrone
|
Fabio Massimo Zanzotto
|
Contrasting Syntagmatic and Paradigmatic Relations: Insights from Distributional Semantic Models
Gabriella Lapesa
|
Stefan Evert
|
Sabine Schulte im Walde
|
Dead parrots make bad pets: Exploring modifier effects in noun phrases
Germán Kruszewski
|
Marco Baroni
|
SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment
Marco Marelli
|
Luisa Bentivogli
|
Marco Baroni
|
Raffaella Bernardi
|
Stefano Menini
|
Roberto Zamparelli
|
ASAP: Automatic Semantic Alignment for Phrases
Ana Alves
|
Adriana Ferrugento
|
Mariana Lourenço
|
Filipe Rodrigues
|
Illinois-LH: A Denotational and Distributional Approach to Semantics
Alice Lai
|
Julia Hockenmaier
|
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic
Islam Beltagy
|
Stephen Roller
|
Gemma Boleda
|
Katrin Erk
|
Raymond Mooney
|
Dissecting the Practical Lexical Function Model for Compositional Distributional Semantics
Abhijeet Gupta
|
Jason Utt
|
Sebastian Padó
|
Ebiquity: Paraphrase and Semantic Similarity in Twitter using Skipgrams
Taneeya Satyapanich
|
Hang Gao
|
Tim Finin
|
Does Free Word Order Hurt? Assessing the Practical Lexical Function Model for Croatian
Zoran Medić
|
Jan Šnajder
|
Sebastian Padó
|
(Linear) Maps of the Impossible: Capturing Semantic Anomalies in Distributional Space
Eva Maria Vecchi
|
Marco Baroni
|
Roberto Zamparelli
|
Distributed Structures and Distributional Meaning
Fabio Massimo Zanzotto
|
Lorenzo Dell’Arciprete
|
Assessing Interpretable, Attribute-related Meaning Representations for Adjective-Noun Phrases in a Similarity Prediction Task
Matthias Hartung
|
Anette Frank
|
Experimenting with transitive verbs in a DisCoCat
Edward Grefenstette
|
Mehrnoosh Sadrzadeh
|
Distributional techniques for philosophical enquiry
Aurélie Herbelot
|
Eva von Redecker
|
Johanna Müller
|
The (Un)expected Effects of Applying Standard Cleansing Models to Human Ratings on Compositionality
Stephen Roller
|
Sabine Schulte im Walde
|
Silke Scheible
|
Corpus-Driven Terminology Development: Populating Swedish SNOMED CT with Synonyms Extracted from Electronic Health Records
Aron Henriksson
|
Maria Skeppstedt
|
Maria Kvist
|
Martin Duneld
|
Mike Conway
|
The Frobenius Anatomy of Relative Pronouns
Stephen Clark
|
Bob Coecke
|
Mehrnoosh Sadrzadeh
|
Vector Space Semantic Parsing: A Framework for Compositional Vector Space Models
Jayant Krishnamurthy
|
Tom Mitchell
|
A Structured Distributional Semantic Model : Integrating Structure with Semantics
Kartik Goyal
|
Sujay Kumar Jauhar
|
Huiying Li
|
Mrinmaya Sachan
|
Shashank Srivastava
|
Eduard Hovy
|
General estimation and evaluation of compositional distributional semantic models
Georgiana Dinu
|
Nghia The Pham
|
Marco Baroni
|
“Not not bad” is not “bad”: A distributional account of negation
Karl Moritz Hermann
|
Edward Grefenstette
|
Phil Blunsom
|
A Generative Model of Vector Space Semantics
Jacob Andreas
|
Zoubin Ghahramani
|
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
|
Brian Murphy
|
Partha Talukdar
|
Tom Mitchell
|
Separating Disambiguation from Composition in Distributional Semantics
Dimitri Kartsaklis
|
Mehrnoosh Sadrzadeh
|
Stephen Pulman
|
JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity
Chris Biemann
|
Bonaventura Coppola
|
Michael R. Glass
|
Alfio Gliozzo
|
Matthew Hatem
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Martin Riedl
|
A Type-Driven Tensor-Based Semantics for CCG
Jean Maillard
|
Stephen Clark
|
Edward Grefenstette
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Distributional Composition using Higher-Order Dependency Vectors
Julie Weeds
|
David Weir
|
Jeremy Reffin
|
Investigating the Contribution of Distributional Semantic Information for Dialogue Act Classification
Dmitrijs Milajevs
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Matthew Purver
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Inducing Neural Models of Script Knowledge
Ashutosh Modi
|
Ivan Titov
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Semantic Parsing using Distributional Semantics and Probabilistic Logic
Islam Beltagy
|
Katrin Erk
|
Raymond Mooney
|
Coloring Objects: Adjective-Noun Visual Semantic Compositionality
Dat Tien Nguyen
|
Angeliki Lazaridou
|
Raffaella Bernardi
|
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Max Kisselew
|
Sebastian Padó
|
Alexis Palmer
|
Jan Šnajder
|
Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language
Daoud Clarke
|
Bill Keller
|
Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models
Spiros Georgiladakis
|
Elias Iosif
|
Alexandros Potamianos
|
Distributional Semantics in Use
Raffaella Bernardi
|
Gemma Boleda
|
Raquel Fernández
|
Denis Paperno
|
A semantic-affective compositional approach for the affective labelling of adjective-noun and noun-noun pairs
Elisavet Palogiannidi
|
Elias Iosif
|
Polychronis Koutsakis
|
Alexandros Potamianos
|
Fracking Sarcasm using Neural Network
Aniruddha Ghosh
|
Tony Veale
|
A Vector Model for Type-Theoretical Semantics
Konstantin Sokolov
|
A Proposal for Linguistic Similarity Datasets Based on Commonality Lists
Dmitrijs Milajevs
|
Sascha Griffiths
|
Improved Semantic Representation for Domain-Specific Entities
Mohammad Taher Pilehvar
|
Nigel Collier
|
Evaluation of distributional semantic models: a holistic approach
Gabriel Bernier-Colborne
|
Patrick Drouin
|
Towards Generating Colour Terms for Referents in Photographs: Prefer the Expected or the Unexpected?
Sina Zarrieß
|
David Schlangen
|
Compositional Semantics using Feature-Based Models from WordNet
Pablo Gamallo
|
Martín Pereira-Fariña
|
Sense Contextualization in a Dependency-Based Compositional Distributional Model
Pablo Gamallo
|
Modeling Derivational Morphology in Ukrainian
Mariia Melymuka
|
Gabriella Lapesa
|
Max Kisselew
|
Sebastian Padó
|
Unsupervised Induction of Compositional Types for English Adjective-Noun Pairs
Wiebke Petersen
|
Oliver Hellwig
|
Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases
Agnieszka Mykowiecka
|
Malgorzata Marciniak
|
Aleksander Wawer
|
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
Daniel Edmiston
|
Karl Stratos
|
Acquiring distributed representations for verb-object pairs by using word2vec
Miki Iwai
|
Takashi Ninomiya
|
Kyo Kageura
|
http://en.wikipedia
Field Of Study
Linguistic Trends
Discourse
Distributional Semantics
Formal Semantics
Task
Paraphrasing
Language
English
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