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Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders
Despite the evolution of deep-learning-based visual-textual processing s...
08/12/2020 ∙ by Nicola Messina, et al. ∙
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Transformer Reasoning Network for Image-Text Matching and Retrieval
Image-text matching is an interesting and fascinating task in modern AI ...
04/20/2020 ∙ by Nicola Messina, et al. ∙
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Word-Class Embeddings for Multiclass Text Classification
Pre-trained word embeddings encode general word semantics and lexical re...
11/26/2019 ∙ by Alejandro Moreo, et al. ∙
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Cross-Lingual Sentiment Quantification
We discuss Cross-Lingual Text Quantification (CLTQ), the task of perform...
04/16/2019 ∙ by Andrea Esuli, et al. ∙
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Building Automated Survey Coders via Interactive Machine Learning
Software systems trained via machine learning to automatically classify ...
03/28/2019 ∙ by Andrea Esuli, et al. ∙
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Learning to Weight for Text Classification
In information retrieval (IR) and related tasks, term weighting approach...
03/28/2019 ∙ by Alejandro Moreo Fernández, et al. ∙
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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification
Cross-lingual Text Classification (CLC) consists of automatically classi...
01/31/2019 ∙ by Andrea Esuli, et al. ∙
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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification
Polylingual Text Classification (PLC) consists of automatically classify...
01/31/2019 ∙ by Andrea Esuli, et al. ∙
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Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments
This paper introduces PyDCI, a new implementation of Distributional Corr...
10/19/2018 ∙ by Alejandro Moreo, et al. ∙
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A Recurrent Neural Network for Sentiment Quantification
Quantification is a supervised learning task that consists in predicting...
09/04/2018 ∙ by Andrea Esuli, et al. ∙
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Traj2User: exploiting embeddings for computing similarity of users mobile behavior
Semantic trajectories are high level representations of user movements w...
07/31/2018 ∙ by Andrea Esuli, et al. ∙
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JaTeCS an open-source JAva TExt Categorization System
JaTeCS is an open source Java library that supports research on automati...
06/21/2017 ∙ by Andrea Esuli, et al. ∙
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Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions
In this paper we tackle the problem of image search when the query is a ...
06/23/2016 ∙ by Fabio Carrara, et al. ∙
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