Marco Baroni
Pompeu Fabra University(ES)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Speech and dialogue systems, Language and cultural evolution, Multimodal Machine Learning Applications
Most-Cited Works
- → Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors(2014)1,370 cited
- → The WaCky wide web: a collection of very large linguistically processed web-crawled corpora(2009)1,189 cited
- → Multimodal Distributional Semantics(2014)929 cited
- A SICK cure for the evaluation of compositional distributional semantic models(2014)
- → Distributional Memory: A General Framework for Corpus-Based Semantics(2010)656 cited
- → What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties(2018)589 cited
- Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space(2010)
- → SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment(2014)387 cited
- BootCaT: Bootstrapping corpora and terms from the web(2004)
- Distributional Semantics in Technicolor(2012)