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02/23/2023
Embeddings for Tabular Data: A Survey
Tabular data comprising rows (samples) with the same set of columns (att...
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07/16/2021
A Survey of Knowledge Graph Embedding and Their Applications
Knowledge Graph embedding provides a versatile technique for representin...
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06/10/2018
Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages
Neural network models have shown promising results for text classificati...
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04/03/2018
Contrastive Learning of Emoji-based Representations for Resource-Poor Languages
The introduction of emojis (or emoticons) in social media platforms has ...
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04/03/2018
Sentiment Analysis of Code-Mixed Languages leveraging Resource Rich Languages
Code-mixed data is an important challenge of natural language processing...
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04/03/2018
Emotions are Universal: Learning Sentiment Based Representations of Resource-Poor Languages using Siamese Networks
Machine learning approaches in sentiment analysis principally rely on th...
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04/03/2018
Automatic Normalization of Word Variations in Code-Mixed Social Media Text
Social media platforms such as Twitter and Facebook are becoming popular...
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03/28/2018