WeerayutBu

nlpaug

Data augmentation for NLP

learn2learn

A PyTorch Library for Meta-learning Research

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

DL-NLP-Readings

My Reading Lists of Deep Learning and Natural Language Processing

Few-NERD

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

dice_loss_for_NLP

The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`

vert-papers

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

curriculum

8-week curriculum for AI Builders

ContrastiveDecoding

contrastive decoding

hierarchicalContrastiveLearning

NegSampling-NER

Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition.

CONTaiNER

Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"

GALAXY

Official repository of the AAAI'2022 paper "GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection"

locate-and-label

Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.

CNN_Nested_NER

piqn

Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.

Information-Extraction-Papers

信息抽取相关论文。

NLP_2021

NLP @chula 2021

ease

pattern_2022

Pattern recognition course 2022 @ Chulalongkorn University

awesome-few-shot-meta-learning

awesome few shot / meta learning papers

Thai-NNER

Pytorch implementation of paper: Thai Nested Named Entity Recognition

sdnet

Awesome_Few_Shot_Learning

Advances of few-shot learning, especially for NLP applications.

ESD

Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"

MANNER

[ACL 2023] MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition

StructuralKD

[ACL-IJCNLP 2021] Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor

VISTEC-thesis-template