semantic-parsing topic

List semantic-parsing repositories

MetaLearning4NLP-Papers

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A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

ContextualSP

360
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Multiple paper open-source codes of the Microsoft Research Asia DKI group

ccg2lambda

232
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Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.

NL2LF

207
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The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。

TabularSemanticParsing

215
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Translating natural language questions to a structured query language

stog

154
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36
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AMR Parsing as Sequence-to-Graph Transduction

transition-amr-parser

230
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46
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SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

Table-Pretraining

280
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40
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ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

spring

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SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).