no code implementations • LREC 2022 • Kristian Nørgaard Jensen, Barbara Plank
Fine-tuning general-purpose pre-trained models has become a de-facto standard, also for Vision and Language tasks such as Visual Question Answering (VQA).
1 code implementation • 16 Sep 2022 • Mike Zhang, Kristian Nørgaard Jensen, Rob van der Goot, Barbara Plank
Aggregated data obtained from job postings provide powerful insights into labor market demands, and emerging skills, and aid job matching.
2 code implementations • LREC 2022 • Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank
Skill Classification (SC) is the task of classifying job competences from job postings.
2 code implementations • NAACL 2022 • Mike Zhang, Kristian Nørgaard Jensen, Sif Dam Sonniks, Barbara Plank
We introduce a BERT baseline (Devlin et al., 2019).
1 code implementation • COLING 2020 • Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot
We examine language-specific versus multilingual BERT, and study the effect of lexical normalization on NER.
1 code implementation • NoDaLiDa 2021 • Kristian Nørgaard Jensen, Mike Zhang, Barbara Plank
We present JobStack, a new corpus for de-identification of personal data in job vacancies on Stackoverflow.