Papers by Johan Boye
Nested Noun Phrase Identification Using BERT (2024.lrec-main)
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| Challenge: | a number of methods for identifying noun phrases have been developed . chunking-like methods do not represent the fact that noun phrase can be nested. |
| Approach: | They propose a method of finding all noun phrases in a sentence nested to an arbitrary depth using the BERT model for token classification. |
| Outcome: | The proposed method achieves very good results for both Swedish and English . it is based on the BERT model for token classification . |
Textinator: an Internationalized Tool for Annotation and Human Evaluation in Natural Language Processing and Generation (2022.lrec-1)
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| Challenge: | Large-scale pretrained language models have brought substantial advances to the natural language processing field. |
| Approach: | They present an internationalized annotation and human evaluation bundle, called Textinator, along with documentation and video tutorials. |
| Outcome: | The proposed tool is compared to other tools along 9 different axes and is available in multiple languages. |