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The Top 23 Python Semantic Parsing Open Source Projects

Open source projects categorized as Python Semantic Parsing
Categories > Semantic Parsing
Openagents ⭐ 3,044
OpenAgents: An Open Platform for Language Agents in the Wild
most recent commit 3 months ago
Contextualsp ⭐ 348
Multiple paper open-source codes of the Microsoft Research Asia DKI group
most recent commit 6 months ago
Neural Symbolic Machines ⭐ 346
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
most recent commit 2 years ago
Ccg2lambda ⭐ 224
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
most recent commit 4 months ago
Nl2sql Rule ⭐ 177
Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179
most recent commit 3 months ago
Table Pretraining ⭐ 170
ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor
most recent commit a year ago
Ds 1000 ⭐ 147
[ICML 2023] Official data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".
most recent commit 4 months ago
Chatkbqa ⭐ 140
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
most recent commit 3 months ago
Stog ⭐ 87
AMR Parsing as Sequence-to-Graph Transduction
dependent packages 1total releases 20most recent commit 4 years agopypi unofficial-stog} Downloads
Text2sql Lgesql ⭐ 76
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".
most recent commit 2 years ago
Genienlp ⭐ 63
GenieNLP: A versatile codebase for any NLP task
total releases 18most recent commit a year ago
Sparqa ⭐ 57
SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases, AAAI 2020
most recent commit 3 years ago
Gap Text2sql ⭐ 51
GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
most recent commit 3 years ago
Ehrsql ⭐ 50
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
most recent commit 3 months ago
Amr Gs ⭐ 47
AMR Parsing via Graph-Sequence Iterative Inference
most recent commit 3 years ago
Spring ⭐ 37
SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).
most recent commit 3 years ago
Frame Semantic Transformer ⭐ 37
Frame Semantic Parser based on T5 and FrameNet
total releases 19most recent commit 7 months ago
Parse_seq2seq ⭐ 26
A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.
most recent commit 2 years ago
Lasagne ⭐ 26
Source code for paper "Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks"
most recent commit 9 months ago
Qatch ⭐ 19
Official implementation of QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
most recent commit 4 months ago
Lang2logic Pytorch ⭐ 19
PyTorch port of the paper "Language to Logical Form with Neural Attention"
most recent commit 4 years ago
Hsp ⭐ 17
Official code for semantic parsing model "HSP" in paper "Complex Question Decomposition for Semantic Parsing"(ACL'19).
most recent commit 5 years ago
Sparqling Queries ⭐ 15
This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin
most recent commit 2 years ago
The 3 Latest Releases In Python Semantic Parsing Open Source Projects
Frame Semantic Transformer ⭐ 37
Frame Semantic Parser based on T5 and FrameNet
total releases 19latest release September 13, 2023most recent commit 7 months ago
Genienlp ⭐ 63
GenieNLP: A versatile codebase for any NLP task
total releases 18latest release October 11, 2022most recent commit a year ago
Stog ⭐ 87
AMR Parsing as Sequence-to-Graph Transduction
dependent packages 1total releases 20latest release October 30, 2021most recent commit 4 years agopypi unofficial-stog} Downloads
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