919 Open source projects that are alternatives of or similar to Understanding Financial Reports Using Natural Language Processing

A curated list of NLP resources for Hungarian

Implementation of Nested Named Entity Recognition using BERT

State of the Art Natural Language Processing

Tool for slot extraction from text

Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction

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.

基于深度学习的自然语言处理库

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

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

🏥 Medical Text Mining and Information Extraction with spaCy

👑 spaCy building blocks and visualizers for Streamlit apps

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.

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

Python wraper for MetaMap

Automatically extract chemical information from scientific documents

阿里天池首届中文NL2SQL挑战赛top6

Named Entity Recognition based on dictionaries

Dilated CNNs for NER in TensorFlow

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

Entity linking framework

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

chatbot_ner: Named Entity Recognition for chatbots.

A Vietnamese natural language processing toolkit (NAACL 2018)

Named Entity Recognition

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

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

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

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

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

A pythonic wrapper for Stanford CoreNLP.

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

👩‍🏫 Advanced NLP with spaCy: A free online course

Vietnamese NLP Toolkit for Node

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

A PyTorch implementation of GraphRel

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

MITIE: library and tools for information extraction

a sklearn wrapper for Google's BERT model

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

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

Flexible and powerful platform for biomedical information extraction from text

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

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。

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

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

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

Snips Python library to extract meaning from text

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

Distantly Supervised Relation Extraction

Implementation of Nested Named Entity Recognition using Flair

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

Deep neural models for core NLP tasks (Pytorch version)

Named Entity Recognition using multilayered bidirectional LSTM

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

Official Stanford NLP Python Library for Many Human Languages

Geotext extracts country and city mentions from text

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

simple rule based named entity recognition

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.

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