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SemEval-2016 Task 4: Sentiment Analysis in Twitter


Dec 03, 2019
Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov

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* SemEval-2016 
* Sentiment analysis, sentiment towards a topic, quantification, microblog sentiment analysis; Twitter opinion mining. arXiv admin note: text overlap with arXiv:1912.00741 

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Word-Class Embeddings for Multiclass Text Classification


Nov 26, 2019
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani

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Cross-Lingual Sentiment Quantification


Apr 16, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification


Apr 16, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

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* Forthcoming in the ACM Transactions on Information Systems, 2019 
* 28 pages, 4 figures 

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Building Automated Survey Coders via Interactive Machine Learning


Mar 28, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

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* To appear in the International Journal of Market Research 

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Learning to Weight for Text Classification


Mar 28, 2019
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani

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* To appear in IEEE Transactions on Knowledge and Data Engineering 

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification


Jan 31, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

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* 28 pages, 4 figures 

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Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments


Oct 19, 2018
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani

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Evaluation Measures for Quantification: An Axiomatic Approach


Sep 06, 2018
Fabrizio Sebastiani

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* 36 pages, 2 figures. Submitted for publication in the Information Retrieval Journal 

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A Recurrent Neural Network for Sentiment Quantification


Sep 04, 2018
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani

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* Accepted for publication at CIKM 2018 

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