107 Open source projects that are alternatives of or similar to comb_dist_direct_relex

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USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

A Framework for Textual Entailment based Zero Shot text classification

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

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.

Research code for generating semantic role labels for CHILDES

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

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

Bi-directional LSTM model for relation extraction

基于深度学习的自然语言处理库

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

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

OpenNRE for Chinese open relation extraction task in pytorch

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Code and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.

Custom Natural Language Processing with big and small models 🌲🌱

A PyTorch implementation of GraphRel

BiLSTM-CRF model for NER

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

Relation Classification - SEMEVAL 2010 task 8 dataset

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

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

⚡️ AllenNLP plugin for adding subcommands to use Optuna, making hyperparameter optimization easy

Hierarchical Neural Relation Extraction

Unsupervised domain adaptation method for relation extraction

Dialogue-Based Relation Extraction

Source code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".

Pytorch re-implementation of R-BERT model

本リポジトリは「AllenNLP入門」のソースコード置き場です。

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

Athens NLP Summer School Labs

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

Source code and dataset for the CCKS201 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"

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)

Vancouver Event and Relation System for Extraction

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

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。

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

A programmable relation extraction tool

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

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

这是一款基于web的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持文本的迭代标注和实体的嵌套标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验和调整，提高了标注语料的准确率和可靠性。

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

code of Relation Classification via Multi-Level Attention CNNs

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).

Joint Neural Relation Extraction with Text and KGs

AllenNLP Startup Guide

Federated Knowledge Extraction Framework

Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

Utilities and boilerplate code to use wandb with allennlp

Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

A Causal Relation Schema for Text

🚀 A demonstration of hyperparameter optimization using Optuna for models implemented with AllenNLP.

Max-Margin Markov Graph Models for WordNet (EMNLP 2018)