Pinned Repositories
acl2020-openqa-tutorial
ACL2020 Tutorial: Open-Domain Question Answering
ACL2020T3material
Contains all teaching material used in ACL 2020 Tutorial "Reviewing NLP" given on July 5 2020
active_learning
alice
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
bert_sentiment_japanese
bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
dl3d-seminar
Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data
tutorial
python and pytorch tutorial
lis-kp's Repositories
lis-kp/bert_sentiment_japanese
lis-kp/dl3d-seminar
Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data
lis-kp/tutorial
python and pytorch tutorial
lis-kp/acl2020-openqa-tutorial
ACL2020 Tutorial: Open-Domain Question Answering
lis-kp/ACL2020T3material
Contains all teaching material used in ACL 2020 Tutorial "Reviewing NLP" given on July 5 2020
lis-kp/alice
lis-kp/bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
lis-kp/checklist
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
lis-kp/coding-interview-university
A complete computer science study plan to become a software engineer.
lis-kp/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
lis-kp/doccano-mini
Annotation meets Large Language Models (ChatGPT, GPT-3 and alike).
lis-kp/electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
lis-kp/f-divergence
lis-kp/FineTuneBERT
lis-kp/former
Simple transformer implementation from scratch in pytorch.
lis-kp/fsdl-text-recognizer-2021-labs
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
lis-kp/github-slideshow
A robot powered training repository :robot:
lis-kp/GPT-RE
lis-kp/interpretability-tutorial-emnlp2020
Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
lis-kp/Linear_Algebra_With_Python
Lecture Notes for Linear Algebra Featuring Python
lis-kp/LMs4Implicit-Knowledge-Generation
Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key concepts and commonsense knowledge paths connecting them.
lis-kp/mixup-cifar10
mixup: Beyond Empirical Risk Minimization
lis-kp/naacl2021-longdoc-tutorial
lis-kp/Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
lis-kp/nlp-analysis-methods
Companion site for "Analysis Methods in Neural Language Processing: A Survey"
lis-kp/nlp-recipes
Natural Language Processing Best Practices & Examples
lis-kp/PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
lis-kp/text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
lis-kp/TextFooler
A Model for Natural Language Attack on Text Classification and Inference
lis-kp/torchtune
A Native-PyTorch Library for LLM Fine-tuning