This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

✭ 68

python shell database semantic-parsing natural-language-interface structured-prediction text-to-sql heterogeneous-graph-neural-network

weak-supervised-Rule-Text2SQL

Using Database Rule for Weak Supervised Text-to-SQL Generation

✭ 13

python Jupyter Notebook deep-neural-networks deep-learning semantic-parsing nl2sql

semantic-parsing-dual

Source code and data for ACL 2019 Long Paper ``Semantic Parsing with Dual Learning".

✭ 17

python shell natural-language-processing semi-supervised-learning data-augmentation semantic-parsing dual-learning

TabularSemanticParsing

Translating natural language questions to a structured query language

✭ 148

Jupyter Notebook python shell natural-language-processing database pytorch semantic-parsing natural-language-interface text-to-sql

ucca-parser

[SemEval'19] Code for "HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing"

✭ 18

python shell pytorch semantic-parsing ucca

ContextualSP

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

✭ 224

python Jupyter Notebook Jsonnet shell Batchfile Makefile semantic-parsing text-to-sql microsoft-research-asia compositional-generalization utterance-rewriting conversational-semantic-parsing

lang2logic-PyTorch

PyTorch port of the paper "Language to Logical Form with Neural Attention"

✭ 34

python shell natural-language-processing deep-learning pytorch seq2seq semantic-parsing seq2tree

parse seq2seq

A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.

✭ 26

python seq2seq sequence-to-sequence semantic-parsing

sede

Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data

✭ 83

Jupyter Notebook python nlp natural-language-processing spider deep-learning stackexchange jsqlparser semantic-parsing t5 text2sql spider-dataset

gap-text2sql

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

✭ 83

python nlp machine-learning deep-learning nlu text-generation pytorch pretrained-models language-model semantic-parsing text2sql

r2sql

🌶️ R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)

✭ 60

python Jupyter Notebook shell semantic-parsing text2sql

spring

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

✭ 103

python natural-language-processing amr semantic-parser natural-language-generation abstract-meaning-representation semantic-parsing data-to-text

1-18 of 18 semantic-parsing projects