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allennlp-as-a-library-example

A simple example for how to build your own model using AllenNLP as a dependency.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

coarse2fine

editsql

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

irnet

An algorithm for cross-domain NL2SQL

llms-coreference

movielens-recommender

MovieLens 20M

natsql

online_tool

Useful Online Tools

picard

PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

pygcn

Graph Convolutional Networks in PyTorch

pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

rat-sql

A relation-aware semantic parsing model from English to SQL

schema-linking

For paper: Re-appraising the Schema Linking for Text-to-SQL

seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

smbop

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

spider-dk

spider-schema-gnn

Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"

spider-schema-gnn-global

Author implementation of Global Reasoning over Database Structures for Text-to-SQL Parsing

spider-syn

spiderss-spidercg

sqlova

syntaxsql

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task

text2sql-data

A collection of datasets that pair questions with SQL queries.

yale-lily.github.io