523 Open source projects that are alternatives of or similar to Tre

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

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

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

NLP: Relation extraction with position-aware self-attention transformer

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

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

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。

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

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

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

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

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

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

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

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

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

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

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。

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

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).

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

Distantly Supervised Relation Extraction

Electra pre-trained model using Vietnamese corpus

Natural Language Processing Tutorial for Deep Learning Researchers

微信、bilibili大图、长图、gif、视频、自定义view的转场效果，The transition effect of wechat, bilibili large image, long image, GIF, video and custom view

GPT-2 French demo | Démo française de GPT-2

GraphQL implementation with power of Laravel

Implementation of Nested Named Entity Recognition using BERT

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

Large-scale pretraining for dialogue

Geotext extracts country and city mentions from text

An open relation extraction system

Typescript Transform Macros

An OSINT tool to gather information about the real owner of a phone number

PHP ETL (Extract / Transform / Load) library with SOLID principles + almost no dependency.

Semantic annotator: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.

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

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

Download DIG to run on your laptop or server.

Presento - Transformer & Presenter Package for PHP

MoEL: Mixture of Empathetic Listeners

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

A pytorch based end2end speech recognition system.

Transformer-XL for Jazz music composition. Paper: "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-Composed Music through Quantitative Measures", ISMIR 2020

PyTorch repository for text categorization and NER experiments in Turkish and English.

FormBuilder + class-transformer + class-validator = dynamic form group builder for Angular10+

transformer for ASR-systerm (via tensorflow2.0)

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

A fast GitHub stargazers information gathering tool

Infoga - Email OSINT

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案

This repository for Web Crawling, Information Extraction, and Knowledge Graph build up.

Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)

Transformers without Tears: Improving the Normalization of Self-Attention

Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

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"