ojipadeson Goto Github PK

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

e3d_lstm

recur

facerecognition

Easy and simple face recognition with high FPS, antispoof, and face detection

fduthesis

LaTeX thesis template for Fudan University

fewshot_detection

Few-shot Object Detection via Feature Reweighting

ftp_project_assistant

For machine learning related teacher assistant to easily get all accuracy information of students' test.tsv

grabgpu

Grab GPU whenever available

lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models

matchingnetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

ner-bert-crf

ner-bilstm-crf-pytorch

PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.

nlp-sst-advancebert

NLP course project on SST-2 reaching 90% accuracy using Transformers

nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

nsp-bert

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

pl_prompt_sst2

An example project using OpenPrompt under pytorch-lightning for prompt-based SST2 sentiment analysis model

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch.repmet

Currently: Magnet Loss and RepMet in pytorch .. Later: Stay Tuned

pytorch_ner_bilstm_cnn_crf

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch

ssdg-cvpr2020

Single-Side Domain Generalization for Face Anti-Spoofing, CVPR2020

swin-transformer-add-encnet-danet-dranet-for-semantic-segmentation-on-statelite-dataset

word-embedding-sst

NLP word embedding course project