Papers by Tengfei Huo
Graph Enhanced Cross-Domain Text-to-SQL Generation (D19-53)
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| Challenge: | Existing deep learning approaches for semantic parsing do not generalize to unseen data sets . existing benchmarks have shown text-to-SQL parsers do not generally perform well to unsen SQL queries. |
| Approach: | They propose a new cross-domain learning scheme to perform text-to-SQL translation . they demonstrate its use on a large-scale cross- domain text- to-Sql data set Spider . |
| Outcome: | The proposed learning scheme improves on a large-scale text-to-SQL data set. |
One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment (2020.coling-main)
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| Challenge: | Existing methods for automatic comment generation generate common and meaningless comments for music. |
| Approach: | They propose a multi-perspective strategy to enhance automatic music comment generation by combining different perspectives on a music comment dataset. |
| Outcome: | The proposed model outperforms state-of-the-art models on two music comment datasets and outperformed existing models by a substantial margin. |