semantic-parsing

There are 112 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

    Language:Python34.2k1.1k1.4k10.3k

  • xlang-ai/OpenAgents

    [COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild

    Language:Python4k4798454

  • xlang-ai/UnifiedSKG

    [EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

    Language:Python550123958

  • microsoft/rat-sql

    A relation-aware semantic parsing model from English to SQL

    Language:Python4091868118

  • 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.

    Language:Python377272769

  • microsoft/ContextualSP

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

    Language:Python377163361

  • pkumod/gAnswer

    A KBQA system based on DBpedia.

    Language:Java375186498

  • microsoft/Table-Pretraining

    ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

    Language:Python29263138

  • LHRLAB/ChatKBQA

    [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

    Language:Python27622123

  • 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.

    Language:Python246134948

  • mynlp/ccg2lambda

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

    Language:Python238322263

  • ha-lins/MetaLearning4NLP-Papers

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

    23110023

  • 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".

    Language:Python22882127

  • salesforce/TabularSemanticParsing

    Translating natural language questions to a structured query language

    Language:Jupyter Notebook224104351

  • 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。

    20918031

  • guotong1988/NL2SQL-RULE

    Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

    Language:Python19073048

  • msra-nlc/MSParS

    18316838

  • ppasupat/WikiTableQuestions

    A dataset of complex questions on semi-structured Wikipedia tables

    Language:HTML15510229

  • sheng-z/stog

    AMR Parsing as Sequence-to-Graph Transduction

    Language:Python15472336

  • 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".

    Language:Python14732437

  • SapienzaNLP/spring

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

    Language:Python12782623

  • awslabs/gap-text2sql

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

    Language:Python10153324

  • hirupert/sede

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

    Language:Jupyter Notebook1004416

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

    Distributional Generalization in NLP. A roadmap.

    Language:Jupyter Notebook87903

  • stanford-oval/genienlp

    GenieNLP: A versatile codebase for any NLP task

    Language:Python86164624

  • glee4810/EHRSQL

    [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

    Language:Python743510

  • jcyk/AMR-gs

    AMR Parsing via Graph-Sequence Iterative Inference

    Language:Python7032021

  • nju-websoft/SPARQA

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

    Language:Python6981210

  • huybery/r2sql

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

    Language:Python625311

  • chanind/frame-semantic-transformer

    Frame Semantic Parser based on T5 and FrameNet

    Language:Python5451610

  • yubowenok/flowsense

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

    Language:TypeScript46305

  • MSR-LIT/Splash

    Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing

    42613

  • Alex-Fabbri/lang2logic-PyTorch

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

    Language:Python38565

  • nert-nlp/AMR-Bibliography

    Organized inventory of research using the Abstract Meaning Representation

    Language:HTML37521921

  • 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

    Language:Go36305

  • Chia-Hsuan-Lee/KaggleDBQA

    Introduction page of a challenging text-to-SQL dataset: KaggleDBQA

    35335