58 citations · 88 across the 9 of their papers we have counts for
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cs.CL2019
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop
Yiwei Yang, Eser Kandogan, Yunyao Li +2
While the role of humans is increasingly recognized in machine learning community, representation of and interaction with models in current human-in-the-loop machine learning (HITL…
cs.DB2019★ 17 cited
Low-resource Deep Entity Resolution with Transfer and Active Learning
Jungo Kasai, Kun Qian, Sairam Gurajada +2
Entity resolution (ER) is the task of identifying different representations of the same real-world entities across databases. It is a key step for knowledge base creation and text…
cs.DB2019★ 58 cited
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases
Christopher Baik, H. V. Jagadish, Yunyao Li
A critical challenge in constructing a natural language interface to database (NLIDB) is bridging the semantic gap between a natural language query (NLQ) and the underlying data. T…