Improving Soft Skill Extraction via Data Augmentation and Embedding Manipulation

Author:

Ul Haq Muhammad Uzair1ORCID,Frazzetto Paolo1ORCID,Sperduti Alessandro2ORCID,Da San Martino Giovanni1ORCID

Affiliation:

1. University of Padova, Padova, Italy

2. University of Padua, Padova, Italy

Publisher

ACM

Reference32 articles.

1. E-recruiting support system based on text mining methods;Ben Abdessalem Wahiba Karra;International Journal of Knowledge and Learning,2011

2. Christian Bizer Ralf Heese Malgorzata Mochól Radoslaw Oldakowski Robert Tolksdorf and Rainer Eckstein. 2005. The Impact of Semantic Web Technologies on Job Recruitment Processes. In Wirtschaftsinformatik.

3. An Analysis of Simple Data Augmentation for Named Entity Recognition

4. Results of the WNUT2017 Shared Task on Novel and Emerging Entity Recognition

5. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. ArXiv abs/1810.04805 (2019).

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