based on NL2code the coarse-to-fine syntactic neural semantic parsing for code generation
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Updated
Jul 6, 2017 - Python
based on NL2code the coarse-to-fine syntactic neural semantic parsing for code generation
A Decoder Based Semantic Parser that can be tested on four benchmark datasets (ATIS, GeoQuery, Jobs640 and Django)
Clean up projects for natural language processing
Collection of scripts used to create SRL datasets for Galician and Spanish using a verbal indexing method, as well as fine-tuned BERT and XLM-R models for SRL on each language
A conversion script from brat standoff format to the SLING frame format for semantic parsing.
A CCG-based Compositional Semantics and Inference System for Comparatives
Different demos of semantic parser models, plays related to different state-of-the-art models in converting natural language questions to structured queries such as SQL
A multilingual open-text semantically annotated interlinked corpus
Experiments of developing an IRTG which simultaneously encodes transformations between phrase structure trees, dependency graphs and semantic graphs.
A few approaches using sequence to sequence (seq2seq) architecture to solve semantice parsing problem
Python 3 reimplementation of SyntaxSQLNet, including several improvements
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
Code for the EMNLP 2019 paper "Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog"
NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools
Common Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing
Implementation of our paper "Learning to Substitute Span towards Improving Compositional Generalization" @ ACL'2023, Toronto, Canada.
ICDE 2024 Paper, MetaSQL: A Generate-then-Rank Framework for Natural Language to SQL Translation
Diverse Demonstrations Improve In-context Compositional Generalization
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