Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification
The precise categorization of brief texts holds significant importance in various applications
within the ever-changing realm of artificial intelligence (AI) and natural language processing …
within the ever-changing realm of artificial intelligence (AI) and natural language processing …
Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation
In this paper, we propose the use of simple knowledge distillation to produce smaller and
more efficient single-language transformers from Massively Multilingual Transformers …
more efficient single-language transformers from Massively Multilingual Transformers …
Untangling a web of temporal relations in news articles
Temporal reasoning has been the focus of several studies during the past years, both in
linguistics and computational studies. Although advances on this topic are undeniable, there …
linguistics and computational studies. Although advances on this topic are undeniable, there …
ISO 24617-8 applied: insights from multilingual discourse relations annotation in english, polish, and portuguese
The main objective of this study is to contribute to multilingual discourse research by
employing ISO-24617 Part 8 (Semantic Relations in Discourse, Core Annotation Schema …
employing ISO-24617 Part 8 (Semantic Relations in Discourse, Core Annotation Schema …