semantic-parsing

There are 22 repositories under semantic-parsing topic.

HanLP
hankcs / HanLP
中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 32542
xlang-ai / OpenAgents
OpenAgents: An Open Platform for Language Agents in the Wild
agent assistant-chat-bots code-generation executable-langauge-grounding gpt hacktoberfest language-model language-model-agent llm semantic-parsing tool-learning ui
Language:Python 3619
xlang-ai / UnifiedSKG
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
natural-language-processing pytorch huggingface-transformers huggingface-datasets structured-knowledge-grounding semantic-parsing question-answering data-to-text text-generation fact-verification multi-task-learning prompt-learning nlp
Language:Python 532
microsoft / rat-sql
A relation-aware semantic parsing model from English to SQL
program-synthesis semantic-parsing nlp question-answering dbqa nl2sql transformers
Language:Python 396
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.
deep-learning deep-reinforcement-learning tensorflow program-synthesis semantic-parsing rnn reinforcement-learning
Language:Python 375
pkumod / gAnswer
A KBQA system based on DBpedia.
semantic-parsing question-answering dbpedia sparql
Language:Java 374
microsoft / ContextualSP
Multiple paper open-source codes of the Microsoft Research Asia DKI group
semantic-parsing compositional-generalization conversational-semantic-parsing utterance-rewriting microsoft-research-asia text-to-sql
Language:Python 361
microsoft / Table-Pretraining
ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor
table-pretraining semantic-parsing fact-verification table-qa
Language:Python 278
ha-lins / MetaLearning4NLP-Papers
A list of recent papers about Meta / few-shot learning methods applied in NLP areas.
meta-learning few-shot-learning nlp low-resource dialogue-systems semantic-parsing papers-collection
233
mynlp / ccg2lambda
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
semantic-parsing recognize-textual-entailment natural-language-inference
Language:Python 231
IBM / transition-amr-parser
SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.
machine-learning nlp semantic-parsing amr amr-parser abstract-meaning-representation amr-parsing amr-graphs
Language:Python 230
salesforce / TabularSemanticParsing
Translating natural language questions to a structured query language
database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql
Language:Jupyter Notebook 215
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。
nlidb nl2sql semantic-parsing table-qa spider wikisql gnn sql-generation nl2code nl2lf text2sql sql-parsing
207
LHRLAB / ChatKBQA
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
knowledge-graph semantic-parsing sparql-query graph-database finetuning large-language-models
Language:Python 203
xlang-ai / DS-1000
[ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".
code-generation data-science semantic-parsing large-language-models benchmark
Language:Python 192
guotong1988 / NL2SQL-RULE
Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179
bert deep-learning knowledge knowledge-representation nl2sql nlp pytorch rule-inject-to-model semantic-parsing text2sql
Language:Python 184
msra-nlc / MSParS
semantic-parsing question-answering knowledge-graph reasoning
182
sheng-z / stog
AMR Parsing as Sequence-to-Graph Transduction
semantic-parsing amr abstract-meaning-representation pytorch nlp acl2019
Language:Python 154
X-LANCE / text2sql-lgesql
[ACL 2021] 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 heterogeneous-graph-neural-network natural-language-interface semantic-parsing structured-prediction text-to-sql
Language:Python 143
ppasupat / WikiTableQuestions
A dataset of complex questions on semi-structured Wikipedia tables
semantic-parsing dataset question-answering compositional-semantics
Language:HTML 132
SapienzaNLP / spring
SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).
amr semantic-parsing semantic-parser abstract-meaning-representation data-to-text natural-language-generation natural-language-processing
Language:Python 121
awslabs / gap-text2sql
GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
deep-learning language-model machine-learning nlp nlu pretrained-models pytorch semantic-parsing text-generation text2sql
Language:Python 100
hirupert / sede
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data
text2sql stackexchange spider spider-dataset jsqlparser semantic-parsing nlp natural-language-processing deep-learning t5
Language:Jupyter Notebook 95
FranxYao / Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
compositional-generalization compositionality semantic-parsing semantics generalization learning-theory
Language:Jupyter Notebook 86
stanford-oval / genienlp
GenieNLP: A versatile codebase for any NLP task
natural-language-processing deep-learning seq2seq nlp semantic-parsing translation paraphrasing dialogue question-answering
Language:Python 80
jcyk / AMR-gs
AMR Parsing via Graph-Sequence Iterative Inference
acl2020 amr amr-parser semantic-parsing abstract-meaning-representation amr-parsing
Language:Python 70
nju-websoft / SPARQA
SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases (AAAI 2020)
kbqa semantic-parsing qa
Language:Python 70
glee4810 / EHRSQL
[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
semantic-parsing text-to-sql ehrqa reliable-semantic-parsing trustworthy-semantic-parsing question-answering
Language:Python 66
huybery / r2sql
:hot_pepper: R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)
text2sql semantic-parsing
Language:Python 61
chanind / frame-semantic-transformer
Frame Semantic Parser based on T5 and FrameNet
framenet huggingface nlp semantic-parsing t5 transformers
Language:Python 49
yubowenok / flowsense
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System
visualization nlp semantic-parsing sempre corenlp visflow
Language:TypeScript 46
MSR-LIT / Splash
Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing
splash text-to-sql semantic-parsing human-in-the-loop interactive-systems nlp natural-language-inference
41
Alex-Fabbri / lang2logic-PyTorch
PyTorch port of the paper "Language to Logical Form with Neural Attention"
semantic-parsing natural-language-processing deep-learning pytorch seq2seq seq2tree
Language:Python 38
xxjwxc / gohanlp
Golang RESTful Client for HanLP.中文分词词性标注命名实体识别依存句法分析语义依存分析新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理
hanlp nlp natural-language-processing text-classification named-entity-recognition dependency-parser pos-tagging semantic-parsing ai
Language:Go 35
nert-nlp / AMR-Bibliography
Organized inventory of research using the Abstract Meaning Representation
natural-language-processing amr-parsing computational-semantics semantic-parsing abstract-meaning-representation computational-linguistics
Language:HTML 34
yandex-research / sparqling-queries
This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin
text-to-sql semantic-parsing natural-language-inference
Language:Python 34

semantic-parsing

hankcs / HanLP

xlang-ai / OpenAgents

xlang-ai / UnifiedSKG

microsoft / rat-sql

crazydonkey200 / neural-symbolic-machines

pkumod / gAnswer

microsoft / ContextualSP

microsoft / Table-Pretraining

ha-lins / MetaLearning4NLP-Papers

mynlp / ccg2lambda

IBM / transition-amr-parser

salesforce / TabularSemanticParsing

BaeSeulki / NL2LF

LHRLAB / ChatKBQA

xlang-ai / DS-1000

guotong1988 / NL2SQL-RULE

msra-nlc / MSParS

sheng-z / stog

X-LANCE / text2sql-lgesql

ppasupat / WikiTableQuestions

SapienzaNLP / spring

awslabs / gap-text2sql

hirupert / sede

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

stanford-oval / genienlp

jcyk / AMR-gs

nju-websoft / SPARQA

glee4810 / EHRSQL

huybery / r2sql

chanind / frame-semantic-transformer

yubowenok / flowsense

MSR-LIT / Splash

Alex-Fabbri / lang2logic-PyTorch

xxjwxc / gohanlp

nert-nlp / AMR-Bibliography

yandex-research / sparqling-queries