To Improve, or Not to Improve; How Changes in Corpora Influence the Results of Machine Learning Tasks on the Example of Datasets Used for Paraphrase Identification.

Katarzyna Pakulska Krystyna Chodorowska Barbara Rychalska Katarzyna Pakulska Piotr Andruszkiewicz To Improve, or Not to Improve; How Changes in Corpora Influence the Results of Machine Learning Tasks on the Example of Datasets Used for Paraphrase Identification. 353-366 2019 Intelligent Methods and Big Data in Industrial Applications https://doi.org/10.1007/978-3-319-77604-0_25 books/sp/19/BSPKR2019 db/books/collections/BSPKR2019.html#ChodorowskaRPA19 Barbara Rychalska Katarzyna Pakulska Krystyna Chodorowska Wojciech Walczak Piotr Andruszkiewicz Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity. 602-608 2016 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s16-1091 https://aclanthology.org/S16-1091/ conf/semeval/2016 db/conf/semeval/semeval2016.html#RychalskaPCWA16 Piotr Andruszkiewicz Krystyna Chodorowska Barbara Rychalska Wojciech Walczak