603 Open source projects that are alternatives of or similar to lima

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

simple rule based named entity recognition

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

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。

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

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

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

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

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

Zero-shot Transfer Learning from English to Arabic

基于深度学习的自然语言处理库

State of the Art Natural Language Processing

chatbot_ner: Named Entity Recognition for chatbots.

An open source library for deep learning end-to-end dialog systems and chatbots.

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

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

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

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

Natural language understanding library for chatbots with intent recognition and entity extraction.

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

🦜 Containerized HTTP API for industrial-strength NLP via spaCy and sense2vec

A PyTorch implementation of GraphRel

An open information extraction system that provides compact extractions

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)

Pretrained Span and span Pair Encoder, code for "Pre-training Entity Relation Encoder with Intra-span and Inter-spanInformation.", EMNLP2020. It is based on our NERE toolkit (https://github.com/Receiling/NERE).

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

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

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

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.

Document Enrichment plugin for Elasticsearch

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

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

Federated Knowledge Extraction Framework

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

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

Flexible and powerful platform for biomedical information extraction from text

Tool for slot extraction from text

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

Distantly Supervised Relation Extraction

Implementation of Nested Named Entity Recognition using BERT

A curated list of NLP resources for Hungarian

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

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

Snips Python library to extract meaning from text

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

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

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

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

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

Python library for custom entity recognition using Sklearn CRF

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Implementation of Nested Named Entity Recognition using Flair

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

Multilingual tokenizer that automatically tags each token with its type