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semantic-parsing

Here are 87 public repositories matching this topic...

HanLP

hankcs / HanLP

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

nlp natural-language-processing text-classification hanlp named-entity-recognition dependency-parser pos-tagging semantic-parsing

Updated May 8, 2022
Python

crazydonkey200 / neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

reinforcement-learning deep-learning tensorflow deep-reinforcement-learning program-synthesis rnn semantic-parsing

Updated Feb 9, 2022
Python

pkumod / gAnswer

A KBQA system based on DBpedia.

sparql dbpedia question-answering semantic-parsing

Updated Jul 13, 2020
Java

microsoft / rat-sql

A relation-aware semantic parsing model from English to SQL

nlp transformers program-synthesis question-answering semantic-parsing nl2sql dbqa

Updated Dec 9, 2021
Python

ha-lins / MetaLearning4NLP-Papers

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

nlp dialogue-systems semantic-parsing papers-collection meta-learning low-resource few-shot-learning

Updated Dec 29, 2020

HKUNLP / UnifiedSKG

A Unified Framework and Analysis for Structured Knowledge Grounding

natural-language-processing text-generation pytorch question-answering semantic-parsing multi-task-learning fact-verification data-to-text huggingface-transformers prompt-learning huggingface-datasets structured-knowledge-grounding

Updated May 13, 2022
Python

mynlp / ccg2lambda

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

natural-language-inference semantic-parsing recognize-textual-entailment

Updated Jul 7, 2021
Python

microsoft / ContextualSP

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

semantic-parsing text-to-sql microsoft-research-asia compositional-generalization utterance-rewriting conversational-semantic-parsing

Updated May 17, 2022
Python

msra-nlc / MSParS

knowledge-graph question-answering reasoning semantic-parsing

Updated Jun 22, 2020

BaeSeulki / NL2LF

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

sql spider natural-language complex sql-generation semantic-parsing zhang nlidb wikisql nl2sql gnn text2sql table-qa extend-resources nl2code nl2lf sql-parsing

Updated May 2, 2022

gyunggyung / NLP-Papers

Papers and Book to look at when starting NLP 📚

nlp qa natural-language-processing deep-learning sentiment-analysis book paper nlu starter pos summarization nlg ner semantic-parsing text-categorization mnt

Updated Mar 26, 2021

sheng-z / stog

AMR Parsing as Sequence-to-Graph Transduction

nlp pytorch amr abstract-meaning-representation semantic-parsing acl2019

Updated Nov 16, 2019
Python

salesforce / TabularSemanticParsing

Translating natural language questions to a structured query language

natural-language-processing database pytorch semantic-parsing natural-language-interface text-to-sql

Updated Feb 27, 2022
Jupyter Notebook

guotong1988 / NL2SQL-RULE

Content Enhanced BERT-based Text-to-SQL Generation

nlp deep-learning knowledge pytorch bert knowledge-representation semantic-parsing nl2sql

Updated May 11, 2021
Python

microsoft / Table-Pretraining

TAPEX: Table Pre-training via Learning a Neural SQL Executor

semantic-parsing fact-verification table-qa table-pretraining

Updated Apr 19, 2022
Python

ppasupat / WikiTableQuestions

A dataset of complex questions on semi-structured Wikipedia tables

dataset question-answering compositional-semantics semantic-parsing

Updated Mar 19, 2021
HTML

IBM / transition-amr-parser

Transition-based parser for Abstract Meaning Representation (AMR) in Pytorch

nlp machine-learning amr semantic-parsing

Updated May 11, 2022
Python

SapienzaNLP / spring

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

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

Updated Sep 14, 2021
Python

awslabs / gap-text2sql

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

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

Updated Aug 23, 2021
Python

hirupert / sede

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

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

Updated Jun 25, 2021
Jupyter Notebook

nju-websoft / SPARQA

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases, AAAI 2020

qa semantic-parsing kbqa

Updated Sep 8, 2021
Python

jcyk / AMR-gs

AMR Parsing via Graph-Sequence Iterative Inference

amr abstract-meaning-representation semantic-parsing amr-parsing amr-parser acl2020

Updated Jan 12, 2021
Python

rhythmcao / text2sql-lgesql

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".

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

Updated Mar 2, 2022
Python

huybery / r2sql

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

semantic-parsing text2sql

Updated Dec 20, 2021
Python

stanford-oval / genienlp

Open

Support for non-almond datasets

Mehrad0711 commented Nov 30, 2021

Through several rounds of changes we've made so far, the generic datasets (originally part of decaNLP) cannot be loaded properly in genienlp anymore and should be fixed.
Also, many of those datasets (e.g. iwslt, sst, squad, imdb) are now part of datasets library. We should remove those obsolete implementations and associated metrics, and import them from

Read more

bug good first issue

yubowenok / flowsense

FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System

visualization nlp semantic-parsing corenlp sempre visflow

Updated Feb 11, 2022
TypeScript

Alex-Fabbri / lang2logic-PyTorch

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

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

Updated Jan 23, 2020
Python

cairoHy / HSP

Official code for semantic parsing model "HSP" in paper "Complex Question Decomposition for Semantic Parsing"(ACL'19).

tensorflow transformer sequence-to-sequence semantic-parsing paper-implementations

Updated Sep 25, 2019
Python

FranxYao / Compositional-Generalization-in-Natural-Language-Processing

Compositional Generalization in NLP. A roadmap.

semantics semantic-parsing learning-theory generalization compositionality compositional-generalization

Updated Mar 22, 2022
Jupyter Notebook

avikdelta / parse_seq2seq

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

seq2seq sequence-to-sequence semantic-parsing

Updated Dec 26, 2021
Python

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