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03/09/2023
Detecting Images Generated by Diffusers
This paper explores the task of detecting images generated by text-to-im...
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08/02/2022
Unravelling Interlanguage Facts via Explainable Machine Learning
Native language identification (NLI) is the task of training (via superv...
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06/21/2022
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching
With the increased accessibility of web and online encyclopedias, the am...
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08/12/2020
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders
Despite the evolution of deep-learning-based visual-textual processing s...
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04/20/2020
Transformer Reasoning Network for Image-Text Matching and Retrieval
Image-text matching is an interesting and fascinating task in modern AI ...
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11/26/2019
Word-Class Embeddings for Multiclass Text Classification
Pre-trained word embeddings encode general word semantics and lexical re...
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04/16/2019
Cross-Lingual Sentiment Quantification
We discuss Cross-Lingual Text Quantification (CLTQ), the task of perform...
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03/28/2019
Building Automated Survey Coders via Interactive Machine Learning
Software systems trained via machine learning to automatically classify ...
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03/28/2019
Learning to Weight for Text Classification
In information retrieval (IR) and related tasks, term weighting approach...
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01/31/2019
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...
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01/31/2019
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification
Polylingual Text Classification (PLC) consists of automatically classify...
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10/19/2018
Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments
This paper introduces PyDCI, a new implementation of Distributional Corr...
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09/04/2018
A Recurrent Neural Network for Sentiment Quantification
Quantification is a supervised learning task that consists in predicting...
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07/31/2018
Traj2User: exploiting embeddings for computing similarity of users mobile behavior
Semantic trajectories are high level representations of user movements w...
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06/21/2017
JaTeCS an open-source JAva TExt Categorization System
JaTeCS is an open source Java library that supports research on automati...
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06/23/2016
