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cs.CL2023★ 1 cited
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing
Ben Eyal, Amir Bachar, Ophir Haroche +2
Text-to-SQL semantic parsing faces challenges in generalizing to cross-domain and complex queries. Recent research has employed a question decomposition strategy to enhance the par…
cs.CL2023
Emptying the Ocean with a Spoon: Should We Edit Models?
Yuval Pinter, Michael Elhadad
We call into question the recently popularized method of direct model editing as a means of correcting factual errors in LLM generations. We contrast model editing with three simil…
cs.CL2012★ 2 cited
Precision-biased Parsing and High-Quality Parse Selection
Yoav Goldberg, Michael Elhadad
We introduce precision-biased parsing: a parsing task which favors precision over recall by allowing the parser to abstain from decisions deemed uncertain. We focus on dependency-p…