Robustness and cross-lingual transfer: An exploration of out-of-distribution scenario in natural language processing
Most traditional machine learning or deep learning methods are based on the premise that training data and test data are independent and identical distributed, i.e., IID. However, it is just an ideal situation. In real-world applications, test set and training data often follow different distributio...
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2022
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| Online Access: | https://ink.library.smu.edu.sg/etd_coll/446 https://ink.library.smu.edu.sg/context/etd_coll/article/1444/viewcontent/GPIS_AY2018_PhD_SichengYu.pdf |
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| Institution: | Singapore Management University |
| Language: | English |