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aaai-cml

adan_for_relation_classification

We adapt the cross-lingual sentiment classification model **Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification** to cross-lingual relation classification.

allennlp

An open-source NLP research library, built on PyTorch.

annotated-semantic-relationships-datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

awesome-best-papers

Collect awesome best papers from top AI conferences.

awesome-deeplogic

A collection of papers of neural-symbolic AI (mainly focus on NLP applications)

awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

awesome-incremental-learning

Awesome Incremental Learning

awesome-of-long-tailed-recognition

A curated list of long-tailed recognition resources.

awesome-relation-extraction

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

awesome-weak-supervision

A curated list of programmatic weak supervision papers and resources

awesome_opensetrecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

best-readme-template

An awesome README template to jumpstart your projects!

books

"我的阅历"

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

casrel

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

casrel-pytorch-reimplement

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

clcl

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

continualre

deepie

DeepIE: Deep Learning for Information Extraction

desert

Zero-Shot 3D Drug Design by Sketching and Generating (NeurIPS 2022)

docred

doing_the_phd

dqn-afq

P4 code of AFQ and DQN-AFQ

dwie

DWIE (Deutsche Welle corpus for Information Extraction) dataset.

entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

esm-aa