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Distributional Memory: A General Framework for Corpus-Based Semantics
Marco Baroni
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Alessandro Lenci
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Paper Details:
Year: 2010
Venue:
CL |
Citations
URL
Inducing Latent Semantic Relations for Structured Distributional Semantics
Sujay Kumar Jauhar
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Eduard Hovy
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Towards Syntax-aware Compositional Distributional Semantic Models
Lorenzo Ferrone
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Fabio Massimo Zanzotto
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Low-Dimensional Manifold Distributional Semantic Models
Georgia Athanasopoulou
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Elias Iosif
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Alexandros Potamianos
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Modeling Newswire Events using Neural Networks for Anomaly Detection
Pradeep Dasigi
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Eduard Hovy
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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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Common Space Embedding of Primal-Dual Relation Semantic Spaces
Hidekazu Oiwa
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Jun’ichi Tsujii
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Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns
Roy Schwartz
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Roi Reichart
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Ari Rappoport
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Distributional Semantics in R with the wordspace Package
Stefan Evert
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Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification
Yuezhang Li
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Ronghuo Zheng
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Tian Tian
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Zhiting Hu
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Rahul Iyer
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Katia Sycara
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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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Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases
Matthias Hartung
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Anette Frank
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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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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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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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Exploiting Language Models for Visual Recognition
Dieu-Thu Le
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Jasper Uijlings
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Raffaella Bernardi
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Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese
Ryohei Sasano
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Daisuke Kawahara
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Sadao Kurohashi
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Manabu Okumura
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A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)
Ivan Vulić
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Marie-Francine Moens
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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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Brighter than Gold: Figurative Language in User Generated Comparisons
Vlad Niculae
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Cristian Danescu-Niculescu-Mizil
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Distributional vectors encode referential attributes
Abhijeet Gupta
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Gemma Boleda
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Marco Baroni
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Sebastian Padó
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Learning Better Embeddings for Rare Words Using Distributional Representations
Irina Sergienya
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Hinrich Schütze
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Event participant modelling with neural networks
Ottokar Tilk
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Vera Demberg
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Asad Sayeed
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Dietrich Klakow
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Stefan Thater
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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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Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity
Emmanuele Chersoni
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Enrico Santus
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Alessandro Lenci
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Philippe Blache
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Chu-Ren Huang
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Incremental Skip-gram Model with Negative Sampling
Nobuhiro Kaji
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Hayato Kobayashi
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Measuring Thematic Fit with Distributional Feature Overlap
Enrico Santus
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Emmanuele Chersoni
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Alessandro Lenci
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Philippe Blache
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A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang
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Xiaofeng He
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Aoying Zhou
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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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Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz
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Enrico Santus
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Dominik Schlechtweg
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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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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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Literal or idiomatic? Identifying the reading of single occurrences of German multiword expressions using word embeddings
Rafael Ehren
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Distributional Modeling on a Diet: One-shot Word Learning from Text Only
Su Wang
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Stephen Roller
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Katrin Erk
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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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Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Antonio Di Marco
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Roberto Navigli
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Inducing Implicit Arguments from Comparable Texts: A Framework and Its Applications
Michael Roth
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Anette Frank
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SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation
Felix Hill
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Roi Reichart
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Anna Korhonen
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Formal Distributional Semantics: Introduction to the Special Issue
Gemma Boleda
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Aurélie Herbelot
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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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Representing Meaning with a Combination of Logical and Distributional Models
I. Beltagy
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Stephen Roller
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Pengxiang Cheng
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Katrin Erk
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Raymond J. Mooney
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HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
Ivan Vulić
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Daniela Gerz
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Douwe Kiela
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Felix Hill
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Anna Korhonen
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Identification of Multiword Expressions in the brWaC
Rodrigo Boos
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Kassius Prestes
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Aline Villavicencio
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Bootstrapping an Italian VerbNet: data-driven analysis of verb alternations
Gianluca Lebani
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Veronica Viola
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Alessandro Lenci
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Choosing which to use? A study of distributional models for nominal lexical semantic classification
Lauren Romeo
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Gianluca Lebani
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Núria Bel
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Alessandro Lenci
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Comparing Similarity Measures for Distributional Thesauri
Muntsa Padró
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Marco Idiart
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Aline Villavicencio
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Carlos Ramisch
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Word Semantic Similarity for Morphologically Rich Languages
Kalliopi Zervanou
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Elias Iosif
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Alexandros Potamianos
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Specialising Paragraph Vectors for Text Polarity Detection
Fabio Tamburini
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Evaluating Context Selection Strategies to Build Emotive Vector Space Models
Lucia C. Passaro
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Alessandro Lenci
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Best of Both Worlds: Making Word Sense Embeddings Interpretable
Alexander Panchenko
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Crossmodal Network-Based Distributional Semantic Models
Elias Iosif
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Alexandros Potamianos
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Advances in Pre-Training Distributed Word Representations
Tomas Mikolov
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Edouard Grave
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Piotr Bojanowski
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Christian Puhrsch
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Armand Joulin
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Rollenwechsel-English: a large-scale semantic role corpus
Asad Sayeed
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Pavel Shkadzko
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Vera Demberg
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A vision-grounded dataset for predicting typical locations for verbs
Nelson Mukuze
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Anna Rohrbach
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Vera Demberg
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Bernt Schiele
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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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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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Discriminative Phrase Embedding for Paraphrase Identification
Wenpeng Yin
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Hinrich Schütze
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Learning Kernels for Semantic Clustering: A Deep Approach
Ignacio Arroyo-Fernández
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Abstract Meaning Representation for Paraphrase Detection
Fuad Issa
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Marco Damonte
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Shay B. Cohen
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Xiaohui Yan
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Yi Chang
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Robust Cross-Lingual Hypernymy Detection Using Dependency Context
Shyam Upadhyay
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Yogarshi Vyas
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Marine Carpuat
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Dan Roth
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A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney
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Amir Zeldes
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Distributional Semantics in Technicolor
Elia Bruni
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Gemma Boleda
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Marco Baroni
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Nam-Khanh Tran
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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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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
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Derivational Smoothing for Syntactic Distributional Semantics
Sebastian Padó
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Jan Šnajder
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Britta Zeller
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Building and Evaluating a Distributional Memory for Croatian
Jan Šnajder
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Sebastian Padó
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Željko Agić
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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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Unsupervised Cross-Domain Word Representation Learning
Danushka Bollegala
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Takanori Maehara
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Ken-ichi Kawarabayashi
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Vector-space calculation of semantic surprisal for predicting word pronunciation duration
Asad Sayeed
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Stefan Fischer
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Vera Demberg
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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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How Well Do Distributional Models Capture Different Types of Semantic Knowledge?
Dana Rubinstein
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Effi Levi
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Roy Schwartz
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Ari Rappoport
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JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models
Eugen Ruppert
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Manuel Kaufmann
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Martin Riedl
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Chris Biemann
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Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh
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Hinrich Schütze
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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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Physical Causality of Action Verbs in Grounded Language Understanding
Qiaozi Gao
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Malcolm Doering
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Shaohua Yang
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Joyce Chai
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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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Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Silvio Cordeiro
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Carlos Ramisch
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Marco Idiart
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Aline Villavicencio
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Roleo: Visualising Thematic Fit Spaces on the Web
Asad Sayeed
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Xudong Hong
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Vera Demberg
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Watset: Automatic Induction of Synsets from a Graph of Synonyms
Dmitry Ustalov
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Alexander Panchenko
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Chris Biemann
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Improving Semantic Composition with Offset Inference
Thomas Kober
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Julie Weeds
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Jeremy Reffin
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David Weir
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Grounded Compositional Semantics for Finding and Describing Images with Sentences
Richard Socher
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Andrej Karpathy
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Quoc V. Le
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Christopher D. Manning
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Andrew Y. Ng
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Crosslingual and Multilingual Construction of Syntax-Based Vector Space Models
Jason Utt
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Sebastian Padó
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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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Improving Distributional Similarity with Lessons Learned from Word Embeddings
Omer Levy
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Yoav Goldberg
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Ido Dagan
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Deriving Boolean structures from distributional vectors
German Kruszewski
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Denis Paperno
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Marco Baroni
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Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction
Ashutosh Modi
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Ivan Titov
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Vera Demberg
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Asad Sayeed
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Manfred Pinkal
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Enriching Word Vectors with Subword Information
Piotr Bojanowski
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Edouard Grave
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Armand Joulin
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Tomas Mikolov
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Identifying hypernyms in distributional semantic spaces
Alessandro Lenci
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Giulia Benotto
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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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DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets
Nikos Malandrakis
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Elias Iosif
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Alexandros Potamianos
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DeepPurple: Lexical, String and Affective Feature Fusion for Sentence-Level Semantic Similarity Estimation
Nikolaos Malandrakis
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Elias Iosif
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Vassiliki Prokopi
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Alexandros Potamianos
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Shrikanth Narayanan
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KLUE-CORE: A regression model of semantic textual similarity
Paul Greiner
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Thomas Proisl
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Stefan Evert
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Besim Kabashi
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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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evision PDF of 'Identifying semantic relations in a specialized corpus through distributional analysis of a cooccurrence tensor
Gabriel Bernier-Colborne
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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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CECL: a New Baseline and a Non-Compositional Approach for the Sick Benchmark
Yves Bestgen
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Logical Metonymy in a Distributional Model of Sentence Comprehension
Emmanuele Chersoni
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Alessandro Lenci
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Philippe Blache
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Learning distributed event representations with a multi-task approach
Xudong Hong
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Asad Sayeed
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Vera Demberg
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How we BLESSed distributional semantic evaluation
Marco Baroni
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Alessandro Lenci
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Distributional semantics from text and images
Elia Bruni
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Giang Binh Tran
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Marco Baroni
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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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A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.
Kristina Gulordava
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Marco Baroni
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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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Lexical Tightness and Text Complexity
Michael Flor
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Beata Beigman Klebanov
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Kathleen M. Sheehan
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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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General estimation and evaluation of compositional distributional semantic models
Georgiana Dinu
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Nghia The Pham
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Marco Baroni
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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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JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity
Chris Biemann
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Bonaventura Coppola
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Michael R. Glass
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Alfio Gliozzo
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Matthew Hatem
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Martin Riedl
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From Global to Local Similarities: A Graph-Based Contextualization Method using Distributional Thesauri
Martin Riedl
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Chris Biemann
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Linguistic Regularities in Sparse and Explicit Word Representations
Omer Levy
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Yoav Goldberg
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ETS Lexical Associations System for the COGALEX-4 Shared Task
Michael Flor
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Beata Beigman Klebanov
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NaDiR: Naive Distributional Response Generation
Gabriella Lapesa
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Stefan Evert
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Predicting sense convergence with distributional semantics: an application to the CogaLex 2014 shared task
Laurianne Sitbon
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Lance De Vine
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TUHOI: Trento Universal Human Object Interaction Dataset
Dieu-Thu Le
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Jasper Uijlings
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Raffaella Bernardi
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Feeling is Understanding: From Affective to Semantic Spaces
Elias Iosif
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Alexandros Potamianos
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Making Sense of Word Embeddings
Maria Pelevina
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Nikolay Arefiev
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Chris Biemann
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Alexander Panchenko
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Pair Distance Distribution: A Model of Semantic Representation
Yonatan Ramni
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Oded Maimon
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Evgeni Khmelnitsky
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Thematic fit evaluation: an aspect of selectional preferences
Asad Sayeed
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Clayton Greenberg
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Vera Demberg
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Towards a Distributional Model of Semantic Complexity
Emmanuele Chersoni
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Philippe Blache
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Alessandro Lenci
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Vectors or Graphs? On Differences of Representations for Distributional Semantic Models
Chris Biemann
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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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CogALex-V Shared Task: Mach5 – A traditional DSM approach to semantic relatedness
Stefan Evert
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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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Living a discrete life in a continuous world: Reference in cross-modal entity tracking
Gemma Boleda
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Sebastian Padó
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Nghia The Pham
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Marco Baroni
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Notion of Semantics in Computer Science - A Systematic Literature Review
Sai Prasad Vrj Gollapudi
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Venkatesh Choppella
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Using Embeddings to Compare FrameNet Frames Across Languages
Jennifer Sikos
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Sebastian Padó
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Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks
Ignatius Ezeani
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Ikechukwu Onyenwe
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Mark Hepple
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Modeling Violations of Selectional Restrictions with Distributional Semantics
Emmanuele Chersoni
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Adrià Torrens Urrutia
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Philippe Blache
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Alessandro Lenci
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Testing APSyn against Vector Cosine on Similarity Estimation
Enrico Santus
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Emmanuele Chersoni
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Alessandro Lenci
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Chu-Ren Huang
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Philippe Blache
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http://www.sketchengine.co.uk
http://wacky.sslmit.unibo.it/
http://en.wikipedia.org/wiki/Wikipedia:Database
http://www.natcorp.ox.ac.uk
http://www.ims.uni-stuttgart.de/projekte/corplex/TreeTagger/
http://w3.msi.vxu.se/nivre/research/MaltParser.html
http://clic.cimec.unitn.it/dm
http://aclweb.org/aclwiki/index.php?title=State
http://www.r-project.org/
http://tedlab.mit.edu/dr/SVDLIBC/
http://csmr.ca.sandia.gov/tgkolda/TensorToolbox/
http://www.sics.se/
Field Of Study
Linguistic Trends
Discourse
Lexical Semantics
Distributional Semantics
Ontologies
Task
Tagging
Semantic Similarity
Relation Extraction
Question Answering
Language
English
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