Matches in SemOpenAlex for { <https://semopenalex.org/work/W3035172316> ?p ?o ?g. }
- W3035172316 abstract "We study the task of cross-database semantic parsing (XSP), where a system that maps natural language utterances to executable SQL queries is evaluated on databases unseen during training. Recently, several datasets, including Spider, were proposed to support development of XSP systems. We propose a challenging evaluation setup for cross-database semantic parsing, focusing on variation across database schemas and in-domain language use. We re-purpose eight semantic parsing datasets that have been well-studied in the setting where in-domain training data is available, and instead use them as additional evaluation data for XSP systems instead. We build a system that performs well on Spider, and find that it struggles to generalize to our re-purposed set. Our setup uncovers several generalization challenges for cross-database semantic parsing, demonstrating the need to use and develop diverse training and evaluation datasets." @default.
- W3035172316 created "2020-06-19" @default.
- W3035172316 creator A5009625151 @default.
- W3035172316 creator A5038781104 @default.
- W3035172316 creator A5076904467 @default.
- W3035172316 creator A5081862885 @default.
- W3035172316 date "2020-01-01" @default.
- W3035172316 modified "2023-10-16" @default.
- W3035172316 title "Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing" @default.
- W3035172316 cites W1496189301 @default.
- W3035172316 cites W2047237057 @default.
- W3035172316 cites W2077302143 @default.
- W3035172316 cites W2096968458 @default.
- W3035172316 cites W2097647324 @default.
- W3035172316 cites W2102258316 @default.
- W3035172316 cites W2111742432 @default.
- W3035172316 cites W2118781169 @default.
- W3035172316 cites W2142898321 @default.
- W3035172316 cites W2153710242 @default.
- W3035172316 cites W2162455891 @default.
- W3035172316 cites W2163274265 @default.
- W3035172316 cites W2165382777 @default.
- W3035172316 cites W2189089430 @default.
- W3035172316 cites W2242083635 @default.
- W3035172316 cites W2251957808 @default.
- W3035172316 cites W2252123671 @default.
- W3035172316 cites W2269738476 @default.
- W3035172316 cites W2293350124 @default.
- W3035172316 cites W2606974598 @default.
- W3035172316 cites W2612228435 @default.
- W3035172316 cites W2751448157 @default.
- W3035172316 cites W2757361303 @default.
- W3035172316 cites W2762513422 @default.
- W3035172316 cites W2798663534 @default.
- W3035172316 cites W2890671347 @default.
- W3035172316 cites W2899496522 @default.
- W3035172316 cites W2944898795 @default.
- W3035172316 cites W2945102109 @default.
- W3035172316 cites W2947354947 @default.
- W3035172316 cites W2952032096 @default.
- W3035172316 cites W2962936887 @default.
- W3035172316 cites W2962944953 @default.
- W3035172316 cites W2963341956 @default.
- W3035172316 cites W2963372003 @default.
- W3035172316 cites W2963403868 @default.
- W3035172316 cites W2963477458 @default.
- W3035172316 cites W2963545046 @default.
- W3035172316 cites W2963617989 @default.
- W3035172316 cites W2963655793 @default.
- W3035172316 cites W2963794306 @default.
- W3035172316 cites W2963868320 @default.
- W3035172316 cites W2963899988 @default.
- W3035172316 cites W2964121744 @default.
- W3035172316 cites W2964161178 @default.
- W3035172316 cites W2964165364 @default.
- W3035172316 cites W2964271186 @default.
- W3035172316 cites W2964315653 @default.
- W3035172316 cites W2964325845 @default.
- W3035172316 cites W2965373594 @default.
- W3035172316 cites W2970393840 @default.
- W3035172316 cites W2970544186 @default.
- W3035172316 cites W2970605129 @default.
- W3035172316 cites W2971323043 @default.
- W3035172316 cites W2971377618 @default.
- W3035172316 cites W2972571786 @default.
- W3035172316 cites W3015937477 @default.
- W3035172316 cites W3106381558 @default.
- W3035172316 doi "https://doi.org/10.18653/v1/2020.acl-main.742" @default.
- W3035172316 hasPublicationYear "2020" @default.
- W3035172316 type Work @default.
- W3035172316 sameAs 3035172316 @default.
- W3035172316 citedByCount "46" @default.
- W3035172316 countsByYear W30351723162020 @default.
- W3035172316 countsByYear W30351723162021 @default.
- W3035172316 countsByYear W30351723162022 @default.
- W3035172316 countsByYear W30351723162023 @default.
- W3035172316 crossrefType "proceedings-article" @default.
- W3035172316 hasAuthorship W3035172316A5009625151 @default.
- W3035172316 hasAuthorship W3035172316A5038781104 @default.
- W3035172316 hasAuthorship W3035172316A5076904467 @default.
- W3035172316 hasAuthorship W3035172316A5081862885 @default.
- W3035172316 hasConcept C134306372 @default.
- W3035172316 hasConcept C154945302 @default.
- W3035172316 hasConcept C177148314 @default.
- W3035172316 hasConcept C186644900 @default.
- W3035172316 hasConcept C199360897 @default.
- W3035172316 hasConcept C204321447 @default.
- W3035172316 hasConcept C23123220 @default.
- W3035172316 hasConcept C33923547 @default.
- W3035172316 hasConcept C41008148 @default.
- W3035172316 hasConcept C77088390 @default.
- W3035172316 hasConceptScore W3035172316C134306372 @default.
- W3035172316 hasConceptScore W3035172316C154945302 @default.
- W3035172316 hasConceptScore W3035172316C177148314 @default.
- W3035172316 hasConceptScore W3035172316C186644900 @default.
- W3035172316 hasConceptScore W3035172316C199360897 @default.
- W3035172316 hasConceptScore W3035172316C204321447 @default.
- W3035172316 hasConceptScore W3035172316C23123220 @default.
- W3035172316 hasConceptScore W3035172316C33923547 @default.
- W3035172316 hasConceptScore W3035172316C41008148 @default.