Thesis
Tackling sequence to sequence mapping problems with neural networks
- Abstract:
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In Natural Language Processing (NLP), it is important to detect the relationship between two sequences or to generate a sequence of tokens given another observed sequence. We call the type of problems on modelling sequence pairs as sequence to sequence (seq2seq) mapping problems. A lot of research has been devoted to finding ways of tackling these problems, with traditional approaches relying on a combination of hand-crafted features, alignment models, segmentation heuristics, and externa...
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Funding
Bibliographic Details
- Type of award:
- DPhil
- Level of award:
- Doctoral
- Awarding institution:
- University of Oxford
Item Description
- UUID:
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uuid:04ab319a-839f-4224-b606-45e6dcc23441
- Deposit date:
- 2019-07-07
Terms of use
- Copyright holder:
- Yu, L
- Copyright date:
- 2017
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