2016

Pdf Export Search Squibs: When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors
[J16-2006]: Denis Paperno | Marco Baroni

Pdf Export Search There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics
[J16-4003]: Germán Kruszewski | Denis Paperno | Raffaella Bernardi | Marco Baroni

Pdf Export Search Multimodal Semantic Learning from Child-Directed Input
[N16-1043]: Angeliki Lazaridou | Grzegorz Chrupała | Raquel Fernández | Marco Baroni

Pdf Export Search The LAMBADA dataset: Word prediction requiring a broad discourse context
[P16-1144]: Denis Paperno | Germán Kruszewski | Angeliki Lazaridou | Ngoc Quan Pham | Raffaella Bernardi | Sandro Pezzelle | Marco Baroni | Gemma Boleda | Raquel Fernandez

Pdf Export Search The red one!: On learning to refer to things based on discriminative properties
[P16-2035]: Angeliki Lazaridou | Nghia The Pham | Marco Baroni

2015

Pdf Export Search Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
[P15-1027]: Angeliki Lazaridou | Georgiana Dinu | Marco Baroni

Pdf Export Search Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
[P15-1094]: Nghia The Pham | Germán Kruszewski | Angeliki Lazaridou | Marco Baroni

Pdf Export Search A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
[P15-2004]: Nghia The Pham | Angeliki Lazaridou | Marco Baroni

Pdf Export Search Combining Language and Vision with a Multimodal Skip-gram Model
[N15-1016]: Angeliki Lazaridou | Nghia The Pham | Marco Baroni

Pdf Export Search So similar and yet incompatible: Toward the automated identification of semantically compatible words
[N15-1097]: Germán Kruszewski | Marco Baroni

Pdf Export Search Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics
[S15-1023]: Samuel Ritter | Cotie Long | Denis Paperno | Marco Baroni | Matthew Botvinick | Adele Goldberg

Pdf Export Search Distributional vectors encode referential attributes
[D15-1002]: Abhijeet Gupta | Gemma Boleda | Marco Baroni | Sebastian Padó

Pdf Export Search From Visual Attributes to Adjectives through Decompositional Distributional Semantics
[Q15-1014]: Angeliki Lazaridou | Georgiana Dinu | Adam Liska | Marco Baroni

Pdf Export Search Deriving Boolean structures from distributional vectors
[Q15-1027]: Germán Kruszewski | Denis Paperno | Marco Baroni

Pdf Export Search Squibs: When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics
[J15-1010]: Fabio Massimo Zanzotto | Lorenzo Ferrone | Marco Baroni

Pdf Export Search Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
[W15-2813]: Angeliki Lazaridou | Dat Tien Nguyen | Marco Baroni

2014

Pdf Export Search A SICK cure for the evaluation of compositional distributional semantic models
[L14-1314]: Marco Marelli | Stefano Menini | Marco Baroni | Luisa Bentivogli | Raffaella bernardi | Roberto Zamparelli

Pdf Export Search Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression
[E14-1046]: Jiming Li | Marco Baroni | Georgiana Dinu

Pdf Export Search Dead parrots make bad pets: Exploring modifier effects in noun phrases
[S14-1021]: Germán Kruszewski | Marco Baroni

Pdf Export Search SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment
[S14-2001]: Marco Marelli | Luisa Bentivogli | Marco Baroni | Raffaella Bernardi | Stefano Menini | Roberto Zamparelli

Pdf Export Search A practical and linguistically-motivated approach to compositional distributional semantics
[P14-1009]: Denis Paperno | Nghia The Pham | Marco Baroni

Pdf Export Search Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
[P14-1023]: Marco Baroni | Georgiana Dinu | Germán Kruszewski

Pdf Export Search How to make words with vectors: Phrase generation in distributional semantics
[P14-1059]: Georgiana Dinu | Marco Baroni

Pdf Export Search Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world
[P14-1132]: Angeliki Lazaridou | Elia Bruni | Marco Baroni

2013

Pdf Export Search Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity
[S13-1000]: Mona Diab | Tim Baldwin | Marco Baroni

Pdf Export Search Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics
[D13-1015]: Eva Maria Vecchi | Roberto Zamparelli | Marco Baroni

Pdf Export Search Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing
[D13-1196]: Angeliki Lazaridou | Eva Maria Vecchi | Marco Baroni

Pdf Export Search Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts
[D13-1202]: Andrew J. Anderson | Elia Bruni | Ulisse Bordignon | Massimo Poesio | Marco Baroni

Pdf Export Search Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
[P13-1149]: Angeliki Lazaridou | Marco Marelli | Roberto Zamparelli | Marco Baroni

Pdf Export Search A relatedness benchmark to test the role of determiners in compositional distributional semantics
[P13-2010]: Raffaella Bernardi | Georgiana Dinu | Marco Marelli | Marco Baroni

Pdf Export Search DISSECT - DIStributional SEmantics Composition Toolkit
[P13-4006]: Georgiana Dinu | Nghia The Pham | Marco Baroni

Pdf Export Search Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers
[P13-5001]: Elia Bruni | Marco Baroni

Pdf Export Search Intensionality was only alleged: On adjective-noun composition in distributional semantics
[W13-0104]: Gemma Boleda | Marco Baroni | The Nghia Pham | Louise McNally

Pdf Export Search Sentence paraphrase detection: When determiners and word order make the difference
[W13-0603]: Nghia Pham | Raffaella Bernardi | Yao Zhong Zhang | Marco Baroni

Pdf Export Search General estimation and evaluation of compositional distributional semantic models
[W13-3206]: Georgiana Dinu | Nghia The Pham | Marco Baroni

2012

Pdf Export Search Distributional Semantics in Technicolor
[P12-1015]: Elia Bruni | Gemma Boleda | Marco Baroni | Nam Khanh Tran

Pdf Export Search Entailment above the word level in distributional semantics
[E12-1004]: Marco Baroni | Raffaella Bernardi | Ngoc-Quynh Do | Chung-chieh Shan

Pdf Export Search Unseen features. Collecting semantic data from congenital blind subjects
[W12-0908]: Alessandro Lenci | Marco Baroni | Giovanna Marotta

2011

Pdf Export Search (Linear) Maps of the Impossible: Capturing Semantic Anomalies in Distributional Space
[W11-1301]: Eva Maria Vecchi | Marco Baroni | Roberto Zamparelli

Pdf Export Search How we BLESSed distributional semantic evaluation
[W11-2501]: Marco Baroni | Alessandro Lenci

Pdf Export Search Distributional semantics from text and images
[W11-2503]: Elia Bruni | Giang Binh Tran | Marco Baroni

Pdf Export Search A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.
[W11-2508]: Kristina Gulordava | Marco Baroni

2010

Pdf Export Search Distributional Memory: A General Framework for Corpus-Based Semantics
[J10-4006]: Marco Baroni | Alessandro Lenci

Pdf Export Search BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do
[L10-1316]: Massimo Poesio | Marco Baroni | Oswald Lanz | Alessandro Lenci | Alexandros Potamianos | Hinrich Schütze | Sabine Schulte im Walde | Luca Surian

Pdf Export Search Predicting Cognitively Salient Modifiers of the Constitutive Parts of Concepts
[W10-2007]: Gerhard Kremer | Marco Baroni

Pdf Export Search Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space
[D10-1115]: Marco Baroni | Roberto Zamparelli

2009

Pdf Export Search EEG responds to conceptual stimuli and corpus semantics
[D09-1065]: Brian Murphy | Marco Baroni | Massimo Poesio

Pdf Export Search One Distributional Memory, Many Semantic Spaces
[W09-0201]: Marco Baroni | Alessandro Lenci

Pdf Export Search BagPack: A General Framework to Represent Semantic Relations
[W09-0205]: Amaç Herdağdelen | Marco Baroni

Pdf Export Search Measuring semantic relatedness with vector space models and random walks
[W09-3207]: Amaç Herdagdelen | Katrin Erk | Marco Baroni

2008

Pdf Export Search Cleaneval: a Competition for Cleaning Web Pages
[L08-1369]: Marco Baroni | Francis Chantree | Adam Kilgarriff | Serge Sharoff

Pdf Export Search Cognitively Salient Relations for Multilingual Lexicography
[W08-1913]: Gerhard Kremer | Andrea Abel | Marco Baroni

2007

Pdf Export Search zipfR: Word Frequency Modeling in R
[P07-2008]: Stefan Evert | Marco Baroni

Pdf Export Search ISA meets Lara: An incremental word space model for cognitively plausible simulations of semantic learning
[W07-0607]: Marco Baroni | Alessandro Lenci | Luca Onnis

2006

Pdf Export Search A Figure of Merit for the Evaluation of Web-Corpus Randomness
[E06-1028]: Massimiliano Ciaramita | Marco Baroni

Pdf Export Search Large Linguistically-Processed Web Corpora for Multiple Languages
[E06-2001]: Marco Baroni | Adam Kilgarriff

2004

Pdf Export Search Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian
[L04-1128]: Marco Baroni | Silvia Bernardini | Federica Comastri | Lorenzo Piccioni | Alessandra Volpi | Guy Aston | Marco Mazzoleni

Pdf Export Search Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language
[L04-1130]: Marco Baroni | Sabrina Bisi

Pdf Export Search BootCaT: Bootstrapping Corpora and Terms from the Web
[L04-1306]: Marco Baroni | Silvia Bernardini

2003

Pdf Export Search Exploiting Long Distance Collocational Relations in Predictive Typing
[W03-2501]: Johannes Matiasek | Marco Baroni

2002

Pdf Export Search Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System
[C02-1096]: Marco Baroni | Johannes Matiasek | Harald Trost

Pdf Export Search Unsupervised discovery of morphologically related words based on orthographic and semantic similarity
[W02-0606]: Marco Baroni | Johannes Matiasek | Harald Trost