Papers with general-domain language models pre-
Evaluation of Transfer Learning and Domain Adaptation for Analyzing German-Speaking Job Advertisements (2022.lrec-1)
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| Challenge: | a paper presents text mining approaches on German-speaking job advertisements . transfer learning and domain adaptation are used to build text mining applications . |
| Approach: | They propose text mining approaches on German-speaking job advertisements . they use transfer learning and domain adaptation to build language models adapted to job ads . |
| Outcome: | The proposed approaches outperform general-domain language models pre-trained on ten times more data. |