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Dependency-Based Construction of Semantic Space Models
Sebastian Padó
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Mirella Lapata
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Paper Details:
Year: 2007
Venue:
CL |
Citations
URL
A Structured Vector Space Model for Hidden Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung
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Anette Frank
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Estimating Linear Models for Compositional Distributional Semantics
Fabio Massimo Zanzotto
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Ioannis Korkontzelos
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Francesca Fallucchi
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Suresh Manandhar
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A Semantic Network Approach to Measuring Relatedness
Brian Harrington
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Inducing Latent Semantic Relations for Structured Distributional Semantics
Sujay Kumar Jauhar
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Eduard Hovy
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Improving distributional thesauri by exploring the graph of neighbors
Vincent Claveau
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Ewa Kijak
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Olivier Ferret
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From neighborhood to parenthood: the advantages of dependency representation over bigrams in Brown clustering
Simon Šuster
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Gertjan van Noord
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A Markovian approach to distributional semantics with application to semantic compositionality
Édouard Grave
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Guillaume Obozinski
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Francis Bach
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Measuring Distributional Similarity in Context
Georgiana Dinu
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Mirella Lapata
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Latent Vector Weighting for Word Meaning in Context
Tim Van de Cruys
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Thierry Poibeau
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Anna Korhonen
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Structured Lexical Similarity via Convolution Kernels on Dependency Trees
Danilo Croce
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Alessandro Moschitti
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Roberto Basili
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Probabilistic models of similarity in syntactic context
Diarmuid Ó Séaghdha
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Anna Korhonen
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Cross-Cutting Models of Lexical Semantics
Joseph Reisinger
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Raymond Mooney
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Semantic Compositionality through Recursive Matrix-Vector Spaces
Richard Socher
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Brody Huval
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Christopher D. Manning
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Andrew Y. Ng
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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Richard Socher
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Alex Perelygin
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Jean Wu
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Jason Chuang
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Christopher D. Manning
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Andrew Ng
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Christopher Potts
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An Unsupervised Model for Instance Level Subcategorization Acquisition
Simon Baker
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Roi Reichart
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Anna Korhonen
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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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Semantic Kernels for Semantic Parsing
Iman Saleh
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Alessandro Moschitti
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Preslav Nakov
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Lluís Màrquez
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Shafiq Joty
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Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions
Jing Peng
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Anna Feldman
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Ekaterina Vylomova
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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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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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Vector-space models for PPDB paraphrase ranking in context
Marianna Apidianaki
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Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Multi-Granular Aspect Aggregation in Aspect-Based Sentiment Analysis
John Pavlopoulos
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Ion Androutsopoulos
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Chasing Hypernyms in Vector Spaces with Entropy
Enrico Santus
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Alessandro Lenci
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Qin Lu
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Sabine Schulte im Walde
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Large-scale evaluation of dependency-based DSMs: Are they worth the effort?
Gabriella Lapesa
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Stefan Evert
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Selectional Preferences for Semantic Role Classification
Beñat Zapirain
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Eneko Agirre
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Lluís Màrquez
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Mihai Surdeanu
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OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction
Paola Velardi
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Stefano Faralli
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Roberto Navigli
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Automatic Selection of Context Configurations for Improved Class-Specific Word Representations
Ivan Vulić
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Roy Schwartz
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Ari Rappoport
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Roi Reichart
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Anna Korhonen
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Improving Semantic Role Classification with Selectional Preferences
Beñat Zapirain
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Eneko Agirre
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Lluís Màrquez
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Mihai Surdeanu
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Towards a Matrix-based Distributional Model of Meaning
Eugenie Giesbrecht
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Taxonomy Induction Using Hierarchical Random Graphs
Trevor Fountain
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Mirella Lapata
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NASARI: a Novel Approach to a Semantically-Aware Representation of Items
José Camacho-Collados
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Mohammad Taher Pilehvar
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Roberto Navigli
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Do Supervised Distributional Methods Really Learn Lexical Inference Relations?
Omer Levy
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Steffen Remus
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Chris Biemann
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Ido Dagan
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Learning Kernels for Semantic Clustering: A Deep Approach
Ignacio Arroyo-Fernández
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Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Roy Schwartz
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Roi Reichart
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Ari Rappoport
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Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation
Bénédicte Pierrejean
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Ludovic Tanguy
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Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure
Jeff Mitchell
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Mirella Lapata
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Vera Demberg
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Frank Keller
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Towards Open-Domain Semantic Role Labeling
Danilo Croce
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Cristina Giannone
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Paolo Annesi
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Roberto Basili
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Bilingual Sense Similarity for Statistical Machine Translation
Boxing Chen
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George Foster
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Roland Kuhn
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Compositional Matrix-Space Models of Language
Sebastian Rudolph
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Eugenie Giesbrecht
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Contextualizing Semantic Representations Using Syntactically Enriched Vector Models
Stefan Thater
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Hagen Fürstenau
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Manfred Pinkal
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Event-Based Hyperspace Analogue to Language for Query Expansion
Tingxu Yan
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Tamsin Maxwell
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Dawei Song
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Yuexian Hou
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Peng Zhang
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The S-Space Package: An Open Source Package for Word Space Models
David Jurgens
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Keith Stevens
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Latent Semantic Word Sense Induction and Disambiguation
Tim Van de Cruys
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Marianna Apidianaki
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Computational Approaches to Sentence Completion
Geoffrey Zweig
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John C. Platt
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Christopher Meek
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Christopher J.C. Burges
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Ainur Yessenalina
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Qiang Liu
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Identifying Bad Semantic Neighbors for Improving Distributional Thesauri
Olivier Ferret
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Word Association Profiles and their Use for Automated Scoring of Essays
Beata Beigman Klebanov
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Michael Flor
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Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
Marco Baroni
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Georgiana Dinu
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Germán Kruszewski
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Predicting the relevance of distributional semantic similarity with contextual information
Philippe Muller
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Cécile Fabre
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Clémentine Adam
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Learning to Predict Distributions of Words Across Domains
Danushka Bollegala
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David Weir
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John Carroll
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Dependency-Based Word Embeddings
Omer Levy
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Yoav Goldberg
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Tailoring Continuous Word Representations for Dependency Parsing
Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Stephen Roller
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Douwe Kiela
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Maximilian Nickel
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A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
Gabriella Lapesa
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Stefan Evert
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Selecting Corpus-Semantic Models for Neurolinguistic Decoding
Brian Murphy
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Partha Talukdar
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Tom Mitchell
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Regular polysemy: A distributional model
Gemma Boleda
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Sebastian Padó
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Jason Utt
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ICT: A Translation based Method for Cross-lingual Textual Entailment
Fandong Meng
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Hao Xiong
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Qun Liu
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A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books
Yoav Goldberg
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Jon Orwant
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SFS-TUE: Compound Paraphrasing with a Language Model and Discriminative Reranking
Yannick Versley
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Contrasting Syntagmatic and Paradigmatic Relations: Insights from Distributional Semantic Models
Gabriella Lapesa
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Stefan Evert
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Sabine Schulte im Walde
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UNITOR: Aspect Based Sentiment Analysis with Structured Learning
Giuseppe Castellucci
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Simone Filice
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Danilo Croce
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Roberto Basili
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Citius at SemEval-2017 Task 2: Cross-Lingual Similarity from Comparable Corpora and Dependency-Based Contexts
Pablo Gamallo
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CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes
Pablo Gamallo
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Semantic Density Analysis: Comparing Word Meaning across Time and Phonetic Space
Eyal Sagi
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Stefan Kaufmann
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Brady Clark
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Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences
Nikesh Garera
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Chris Callison-Burch
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David Yarowsky
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Capturing Nonlinear Structure in Word Spaces through Dimensionality Reduction
David Jurgens
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Keith Stevens
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Manifold Learning for the Semi-Supervised Induction of FrameNet Predicates: An Empirical Investigation
Danilo Croce
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Daniele Previtali
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What Is Word Meaning, Really? (And How Can Distributional Models Help Us Describe It?)
Katrin Erk
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Structured Composition of Semantic Vectors
Stephen Wu
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William Schuler
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Composing and Updating Verb Argument Expectations: A Distributional Semantic Model
Alessandro Lenci
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Detecting Compositionality Using Semantic Vector Space Models Based on Syntactic Context. Shared Task System Description
Guillermo Garrido
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Anselmo Peñas
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Measuring the Impact of Sense Similarity on Word Sense Induction
David Jurgens
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Keith Stevens
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Encoding syntactic dependencies by vector permutation
Pierpaolo Basile
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Annalina Caputo
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Giovanni Semeraro
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Looking at word meaning. An interactive visualization of Semantic Vector Spaces for Dutch synsets
Kris Heylen
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Dirk Speelman
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Dirk Geeraerts
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Distributional techniques for philosophical enquiry
Aurélie Herbelot
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Eva von Redecker
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Johanna Müller
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Modeling covert event retrieval in logical metonymy: probabilistic and distributional accounts
Alessandra Zarcone
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Jason Utt
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Sebastian Padó
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A Challenge Set for Advancing Language Modeling
Geoffrey Zweig
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Chris J.C. Burges
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Evaluating Unsupervised Ensembles when applied to Word Sense Induction
Keith Stevens
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Supervised Learning of German Qualia Relations
Yannick Versley
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Graph Based Similarity Measures for Synonym Extraction from Parsed Text
Einat Minkov
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William Cohen
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Evaluating Neighbor Rank and Distance Measures as Predictors of Semantic Priming
Gabriella Lapesa
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Stefan Evert
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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
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Tom Mitchell
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A Systematic Study of Semantic Vector Space Model Parameters
Douwe Kiela
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Stephen Clark
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Linguistic Regularities in Sparse and Explicit Word Representations
Omer Levy
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Yoav Goldberg
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A Simple Word Embedding Model for Lexical Substitution
Oren Melamud
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Omer Levy
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Ido Dagan
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Semantic Information Extraction for Improved Word Embeddings
Jiaqiang Chen
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Gerard de Melo
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Graph-based Clustering of Synonym Senses for German Particle Verbs
Moritz Wittmann
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Marion Weller-Di Marco
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Sabine Schulte im Walde
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“Beware the Jabberwock, dear reader!” Testing the distributional reality of construction semantics
Gianluca Lebani
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Alessandro Lenci
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Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics?
Emmanuele Chersoni
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Enrico Santus
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Philippe Blache
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Alessandro Lenci
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http://www.coli.uni-saarland.de/pado/
http://webglimpse.net/download.php
http://www.d.umn.edu/tpederse/similarity.html
Field Of Study
Linguistic Trends
Discourse
Lexical Semantics
Syntax
Psycholinguistics
Task
Word Sense Disambiguation
Semantic Similarity
Information Retrieval
Question Answering
Summarization
Machine Translation
Spelling Correction
Computational Psycholinguistics
Language
Multilingual
English
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