Papers by Juan Soler
ThemePro: A Toolkit for the Analysis of Thematic Progression (2020.lrec-1)
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| Challenge: | Thematic progression is relevant to natural language processing applications dealing with discourse structure, argumentation structure, natural language generation, summarization and topic detection. |
| Approach: | They propose a toolkit for automatic analysis of thematic progression using a web interface. |
| Outcome: | ThemePro provides a visualization of the results including syntactic trees, hierarchical thematicity over propositions and thematic progression over whole texts. |
Toxic, Hateful, Offensive or Abusive? What Are We Really Classifying? An Empirical Analysis of Hate Speech Datasets (2020.lrec-1)
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| Challenge: | a recent study shows that many definitions are being used for equivalent concepts, making most datasets incompatible. |
| Approach: | They analyze six publicly available datasets to determine their similarity and compatibility . they propose to use Fast Text word vectors to analyze similarity between different datasets . |
| Outcome: | The proposed model performs better on similar datasets and worse on more non-offensive samples. |