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BerkeleyNLP

@BerkeleyNLP

We work on natural language processing, machine learning, linguistics, and deep learning. PIs: Dan Klein, @alsuhr, @sewon__min
Berkeley, California nlp.cs.berkeley.edu Joined September 2019
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BerkeleyNLP @BerkeleyNLP
This is today in Session 3D (Grounding), 11:40am-12:30pm Pacific (talks), and 12:30-1pm Pacific (poster). #NAACL2021
Daniel Fried Verified account @dan_fried Jun 6, 2021
On Monday at 11:40a PT at #NAACL2021 session 3D: see how modular neural networks for embodied instruction following improve compositional generalization.

Work by @_rodolfocorona_, with @colineardevin, Dan Klein (@BerkeleyNLP), and @trevordarrell.

Paper: arxiv.org/abs/2010.12764
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BerkeleyNLP @BerkeleyNLP
Our #emnlp2020 paper(arxiv.org/abs/2010.02840) approximates the semantic accuracy of semantic parsing models by comparing the predicted meanings for “multiple possible worlds” rather than the logical forms. It is now the official metric of SPIDER, SParC, and CoSQL.
arxiv.org Semantic Evaluation for Text-to-SQL with Distilled Test Suites We propose test suite accuracy to approximate semantic accuracy for Text-to-SQL models. Our method distills a small test suite of databases that achieves high code coverage for the gold query from...