Papers by Tyler Farghly
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations (2020.acl-main)
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| Challenge: | Span-ConveRT is a light-weight model for dialog slot-filling . we show consistent gains over a span extractor and a BERT-based model . |
| Approach: | They propose a model for dialog slot-filling which frames the task as a turn-based span extraction task. |
| Outcome: | The proposed model is especially useful for few-shot learning scenarios. |