521 citations · 921 across the 26 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.CL2016★ 21 cited
Simpler Context-Dependent Logical Forms via Model Projections
Reginald Long, Panupong Pasupat, Percy Liang
We consider the task of learning a context-dependent mapping from utterances to denotations. With only denotations at training time, we must search over a combinatorially large spa…
cs.CL2016★ 13 cited
Inferring Logical Forms From Denotations
Panupong Pasupat, Percy Liang
A core problem in learning semantic parsers from denotations is picking out consistent logical forms--those that yield the correct denotation--from a combinatorially large space. T…