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

• UpdatedNov 15, 2025
• Python

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

• UpdatedNov 18, 2024
• Python

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

• UpdatedAug 22, 2023
• Python

A relation-aware semantic parsing model from English to SQL

• UpdatedAug 22, 2023
• Python

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

• UpdatedNov 10, 2023
• Python

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

• UpdatedNov 21, 2022
• Python

A KBQA system based on DBpedia.

• UpdatedJul 20, 2022
• Java

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

• UpdatedSep 22, 2025
• Python

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

• UpdatedFeb 6, 2023
• Python

SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

• UpdatedSep 17, 2025
• Python

[ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".

• UpdatedOct 30, 2024
• Python

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

• UpdatedDec 18, 2023
• Python

Translating natural language questions to structured query language (SQL)

• UpdatedSep 8, 2025
• Jupyter Notebook

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

• UpdatedDec 29, 2020

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

• UpdatedMay 2, 2022

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

• UpdatedOct 17, 2024
• Python

• UpdatedJun 22, 2020

A dataset of complex questions on semi-structured Wikipedia tables

• UpdatedMar 19, 2021
• HTML

AMR Parsing as Sequence-to-Graph Transduction

• UpdatedJul 25, 2024
• Python

[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".

• UpdatedAug 2, 2022
• Python