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Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics
Martha Palmer | Gemma Boleda | Paolo Rosso

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Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition
Xiaodan Zhu | Hongyu Guo | Parinaz Sobhani

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Compositional Distributional Semantics with Long Short Term Memory
Phong Le | Willem Zuidema

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A Hybrid Distributional and Knowledge-based Model of Lexical Semantics
Nikolaos Aletras | Mark Stevenson

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Distributional semantics for ontology verification
Julien Corman | Laure Vieu | Nathalie Aussenac-Gilles

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Combining Seemingly Incompatible Corpora for Implicit Semantic Role Labeling
Parvin Sadat Feizabadi | Sebastian Padó

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Identification of Caused Motion Construction
Jena D. Hwang | Martha Palmer

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A Methodology for Word Sense Disambiguation at 90% based on large-scale CrowdSourcing
Oier Lopez de Lacalle | Eneko Agirre

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Learning Structures of Negations from Flat Annotations
Vinodkumar Prabhakaran | Branimir Boguraev

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A New Dataset and Evaluation for Belief/Factuality
Vinodkumar Prabhakaran | Tomas By | Julia Hirschberg | Owen Rambow | Samira Shaikh | Tomek Strzalkowski | Jennifer Tracey | Michael Arrigo | Rupayan Basu | Micah Clark | Adam Dalton | Mona Diab | Louise Guthrie | Anna Prokofieva | Stephanie Strassel | Gregory Werner | Yorick Wilks | Janyce Wiebe

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Non-Orthogonal Explicit Semantic Analysis
Nitish Aggarwal | Kartik Asooja | Georgeta Bordea | Paul Buitelaar

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Combining Mention Context and Hyperlinks from Wikipedia for Named Entity Disambiguation
Ander Barrena | Aitor Soroa | Eneko Agirre

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Collective Document Classification with Implicit Inter-document Semantic Relationships
Clint Burford | Steven Bird | Timothy Baldwin

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SGRank: Combining Statistical and Graphical Methods to Improve the State of the Art in Unsupervised Keyphrase Extraction
Soheil Danesh | Tamara Sumner | James H. Martin

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Towards Semantic Language Classification: Inducing and Clustering Semantic Association Networks from Europarl
Steffen Eger | Niko Schenk | Alexander Mehler

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Ideological Perspective Detection Using Semantic Features
Heba Elfardy | Mona Diab | Chris Callison-Burch

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Mapping Different Rhetorical Relation Annotations: A Proposal
Farah Benamara | Maite Taboada

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Dissecting the Practical Lexical Function Model for Compositional Distributional Semantics
Abhijeet Gupta | Jason Utt | Sebastian Padó

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Event Extraction as Frame-Semantic Parsing
Alex Judea | Michael Strube

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Competence in lexical semantics
András Kornai | Judit Ács | Márton Makrai | Dávid Márk Nemeskey | Katalin Pajkossy | Gábor Recski

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Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach
Luís Marujo | Ricardo Ribeiro | David Martins de Matos | João Neto | Anatole Gershman | Jaime Carbonell

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Reading Between the Lines: Overcoming Data Sparsity for Accurate Classification of Lexical Relationships
Silvia Necşulescu | Sara Mendes | David Jurgens | Núria Bel | Roberto Navigli

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Multi-Level Alignments As An Extensible Representation Basis for Textual Entailment Algorithms
Tae-Gil Noh | Sebastian Padó | Vered Shwartz | Ido Dagan | Vivi Nastase | Kathrin Eichler | Lili Kotlerman | Meni Adler

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Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics
Samuel Ritter | Cotie Long | Denis Paperno | Marco Baroni | Matthew Botvinick | Adele Goldberg

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Learning to predict script events from domain-specific text
Rachel Rudinger | Vera Demberg | Ashutosh Modi | Benjamin Van Durme | Manfred Pinkal

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Combining Open Source Annotators for Entity Linking through Weighted Voting
Pablo Ruiz | Thierry Poibeau

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Automatic Generation of a Lexical Resource to support Semantic Role Labeling in Portuguese
Magali Sanches Duran | Sandra Aluísio

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Can Selectional Preferences Help Automatic Semantic Role Labeling?
Shumin Wu | Martha Palmer

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Implicit Entity Recognition in Clinical Documents
Sujan Perera | Pablo Mendes | Amit Sheth | Krishnaprasad Thirunarayan | Adarsh Alex | Christopher Heid | Greg Mott

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A Distant Supervision Approach to Semantic Role Labeling
Peter Exner | Marcus Klang | Pierre Nugues

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Discovering Hypernymy Relations using Text Layout
Jean-Philippe Fauconnier | Mouna Kamel

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The complexity of finding the maximum spanning DAG and other restrictions for DAG parsing of natural language
Natalie Schluter

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Incremental Semantic Construction Using Normal Form CCG Derivation
Yoshihide Kato | Shigeki Matsubara

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Dependency-Based Semantic Role Labeling using Convolutional Neural Networks
William Foland | James Martin

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A State-of-the-Art Mention-Pair Model for Coreference Resolution
Olga Uryupina | Alessandro Moschitti

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Resolving Discourse-Deictic Pronouns: A Two-Stage Approach to Do It
Sujay Kumar Jauhar | Raul Guerra | Edgar Gonzàlez Pellicer | Marta Recasens

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Graph-based Coherence Modeling For Assessing Readability
Mohsen Mesgar | Michael Strube