2015

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Word Embeddings Go to Italy: A Comparison of Models and Training Datasets
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

2014

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Beyond linear chain: a journey through conditional random fields for information extraction from text
Diego Marcheggiani
2014 Volume 48 Issue 1

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Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining
Diego Marcheggiani | Oscar Täckström | Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2012

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ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani
Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012

2011

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ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

2010

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Sentence-Based Active Learning Strategies for Information Extraction
Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
IIR 2010 - Proceedings of the First Italian Information Retrieval Workshop, Padua, Italy, January 27-28, 2010