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100-nlp-papers

100 Must-Read NLP Papers

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

absa_4

absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

btm

Code for Biterm Topic Model (published in WWW 2013)

edu_attentions

edu_capsule

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

grextraction

Google Custome Search Engine (CSE) Testing

h-gcn

[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"

hi-bilstm

interview

Resources to crack the next coding interview

lit

Literature for the self-taught AI practitioner! 📚

llama-efficient-tuning

Easy-to-use LLM fine-tuning framework (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)

llm4ir-survey

This is the repo for the survey of LLM4IR.

mams-for-absa

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

numpy-ml

Machine learning, in numpy

opennmt-py

Open Source Neural Machine Translation in PyTorch

preprocessor

Elegant and Easy Tweet Preprocessing in Python

reading_lists

my reading lists

seed-guided-topic-model

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

text_nn

Text classification models. Used a submodule for other projects.

tim.github.io

technical notes

unsupervised-aspect-extraction

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"