914 Open source projects that are alternatives of or similar to Deeplearning_nlp

基于深度学习的自然语言处理库

中文分词 词性标注 命名实体识别 依存句法分析 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 自然语言处理

A PyTorch implementation of GraphRel

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

Official Stanford NLP Python Library for Many Human Languages

Jcseg is a light weight NLP framework developed with Java. Provide CJK and English segmentation based on MMSEG algorithm, With also keywords extraction, key sentence extraction, summary extraction implemented based on TEXTRANK algorithm. Jcseg had a build-in http server and search modules for the latest lucene,solr,elasticsearch

Code for PyCon JP 2019 talk "Python による日本語自然言語処理 〜系列ラベリングによる実世界テキスト分析〜"

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.

LanguageCrunch NLP server docker image

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Github repo with tutorials to fine tune transformers for diff NLP tasks

Deep neural models for core NLP tasks (Pytorch version)

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

A Vietnamese natural language processing toolkit (NAACL 2018)

REx: Relation Extraction. Modernized re-write of the code in the master's thesis: "Relation Extraction using Distant Supervision, SVMs, and Probabalistic First-Order Logic"

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑

An open relation extraction system

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Implementation of Nested Named Entity Recognition using BERT

👩‍🏫 Advanced NLP with spaCy: A free online course

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

PyTorch code for SpERT: Span-based Entity and Relation Transformer

Named Entity Recognition & Relation Extraction 实体命名识别与关系分类

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

chatbot_ner: Named Entity Recognition for chatbots.

PyTorch implementation of the position-aware attention model for relation extraction

Named Entity Recognition

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Distantly Supervised Relation Extraction

💫 Industrial-strength Natural Language Processing (NLP) in Python

👑 spaCy building blocks and visualizers for Streamlit apps

Named Entity Recognition using multilayered bidirectional LSTM

A Large-Scale Few-Shot Relation Extraction Dataset

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

name entity recognition with recurrent neural network(RNN) in tensorflow

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

A collection of research on knowledge graphs

Japanese IOB2 tagged corpus for Named Entity Recognition.

Stanford CoreNLP: A Java suite of core NLP tools.

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Zero-shot Transfer Learning from English to Arabic

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

A pythonic wrapper for Stanford CoreNLP.

Python wraper for MetaMap

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

A curated list of NLP resources for Hungarian

Dilated CNNs for NER in TensorFlow

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision