Doragd

doragd.github.io

Doragd's Blog and Wiki.

Notes

:page_facing_up:Blog Notes: With Travis CI + MkDocs + Github Pages, we can manage our notes more efficiently.

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

annotated-huggingface-transformers

Learning Notes on huggingface/transformers v2.5.0

ATPapers

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

awesome-resume-for-chinese

:page_facing_up: 适合中文的简历模板收集（LaTeX，HTML/JS and so on）由 @hoochanlon 维护

ccf_2020_qa_match

ccf 2020 qa match competition top1

Chinese-sentence-similarity-task

中文问题句子相似度计算比赛及方案汇总

CoLL

A continual learning framework for natural language processing.

dialoglue

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

DNNC-few-shot-intent

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

dstc8-schema-guided-dialogue

The Schema-Guided Dialogue Dataset

Few-Shot-Intent-Detection

Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

Fewshot-Learning-with-BERT

We attempt to do few shot learning with BERT and prototypical network for Intent classification

FewShotJoint

gaic_track3_pair_sim

全球人工智能技术创新大赛-赛道三-冠军方案

GLUECoS

A benchmark for code-switched NLP, ACL 2020

GPT2Dialog

English or Chinses GPT2Dialog model from GPT2-chitchat

Guyu

Chinese GPT2: pre-training and fine-tuning framework for text generation

ImageHosting

jsdelivr + PicGo + Github 图床

IPRLS

Code and data for the SIGIR'2021 paper "Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification"

JointIDSF

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

Leaderboards-for-Multi-Turn-Response-Selection

Leaderboards, Datasets and Papers for Multi-Turn Response Selection in Retrieval-Based Chatbots

leyzer

Multilingual text corpus designed to study multilingual and cross-lingual natural language understanding (NLU) models and the strategies of localization of virtual assistants

MemCap

code for paper `MemCap: Memorizing Style Knowledge for Image Captioning`

minimal

A Theme for GitHub Pages

NIC_model

A pytorch implementation of "Show and Tell: A Neural Image Caption Generator".

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

NLU-Evaluation-Data

Copora for evaluating NLU Services/Platforms such as Dialogflow, LUIS, Watson, Rasa etc.

tips_for_interview

Some of my thoughts about interview. 我的一些面试心得