interpretability 1knowledge retrieval 1language model pretraining 1open-domain question answering 1retrieval-augmented models 1
From the 1 of 26 linked papers with an AI index.
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cs.CL2016
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
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…