Young570

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

RFBFN

PromptNER

Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.

Java

java项目实战练习

Java

All Algorithms implemented in Java

Java

27天成为Java大神

Attention_NER

Source code for AAAI 2021 paper "A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition""

TOE

Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

Boundary-Enhanced-NER

eznlp

Easy Natural Language Processing

RAN

RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

BARTNER

W2NER

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

NAACL2022-RCL

ner_with_dependency

ASP

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

binder

JNRF

Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events

CNN_Nested_NER

ACE

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

PL-Marker

Source code for "Packed Levitated Marker for Entity and Relation Extraction"

dreeam

source code for {D}ocument-level {R}elation {E}xtraction with {E}vidence-guided {A}ttention {M}echanism

NLL-IE

Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021

SynLSTM-for-NER

Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.

CLNER

[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

QASystemOnHepatopathyKG

基于neo4j肝病知识图谱的问答系统