1 citations · 1 across the 4 of their papers we have counts for
4 papers
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases
Ben Eyal, Amir Bachar, Ophir Haroche +1
Large Language Models (LLMs) have spurred progress in text-to-SQL, the task of generating SQL queries from natural language questions based on a given database schema. Despite the…
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…
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…
Data Efficient Masked Language Modeling for Vision and Language
Yonatan Bitton, Gabriel Stanovsky, Michael Elhadad +1
Masked language modeling (MLM) is one of the key sub-tasks in vision-language pretraining. In the cross-modal setting, tokens in the sentence are masked at random, and the model pr…