Papers with language processing tools
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach (2021.naacl-srw)
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| Challenge: | Existing methods to classify Bengali text into six basic emotions are infancy for resource-constrained languages like English, Arabic, Chinese and French. |
| Approach: | They propose a transformer-based technique to classify Bengali text into one of the six basic emotions: anger, fear, disgust, sadness, joy, and surprise. |
| Outcome: | The proposed technique outperforms all other techniques by achieving highest weighted f_1-score on the test data. |
The BDCamões Collection of Portuguese Literary Documents: a Research Resource for Digital Humanities and Language Technology (2020.lrec-1)
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| Challenge: | a new corpus of literary documents in Portuguese is presented . it includes close to 4 million words from over 200 complete documents . the corpus is suitable for research in language technology and digital humanities . |
| Approach: | They present the BDCames Collection of Portuguese Literary Documents, a new corpus of literary texts written in Portuguese. |
| Outcome: | The BDCames Collection of Portuguese Literary Documents is a new corpus of literary documents written in Portuguese . it includes close to 4 million words from over 200 complete documents from 83 authors in 14 genres . the corpus is suitable for research in language technology and language science and digital humanities . |