A complete NLP guideline for enthusiasts

Last update: Dec 27, 2022

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Overview

NLP-NINJA

A complete guide for Natural Language Processing in Python

S.No.	Topic	Level	Meaning
1	Tokenization	🤍	Beginner
2	Stemming	🤍	Beginner
3	Lemmatization	🤍	Beginner
4	Bagofwords	💛	Novice
5	TF-IDF	💛	Novice
6	Text-processing	🧡	Learner
7	Word2vec	🧡	Learner
8	RNN	💚	Intermediate
9	LSTM	💚	Intermediate
10	GRU	💚	Intermediate
11	Word Embedding	💙	Pro
12	Bidirectional LSTM	💙	Pro
13	Encoder and Decoder	💙	Pro
14	Attention Model	❤	Master
15	Transformers	❤	Master
16	BERT	🖤	Legend

Owner

MAINAK CHAUDHURI

Establish the new code order. 😈🖥

GitHub Repository

[AAAI 21] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning

◥ Curriculum Labeling ◣ Revisiting Pseudo-Labeling for Semi-Supervised Learning Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi, Vicente Ordonez. In the

113 Dec 15, 2022

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

The implementation of paper CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval. CLIP4Clip is a video-text retrieval model based

456 Jan 06, 2023

Kerberoast with ACL abuse capabilities

targetedKerberoast targetedKerberoast is a Python script that can, like many others (e.g. GetUserSPNs.py), print "kerberoast" hashes for user accounts

213 Dec 22, 2022

Get list of common stop words in various languages in Python

Python Stop Words Table of contents Overview Available languages Installation Basic usage Python compatibility Overview Get list of common stop words

142 Dec 21, 2022

The source code of HeCo

HeCo This repo is for source code of KDD 2021 paper "Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning". Paper Link: htt

106 Dec 27, 2022

This repository contains data used in the NAACL 2021 Paper - Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems

Proteno This is the data release associated with the corresponding NAACL 2021 Paper - Proteno: Text Normalization with Limited Data for Fast Deploymen

37 Dec 04, 2022

Subtitle Workshop (subshop): tools to download and synchronize subtitles

SUBSHOP Tools to download, remove ads, and synchronize subtitles. SUBSHOP Purpose Limitations Required Web Credentials Installation, Configuration, an

4 Feb 13, 2022

Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences"

CodeFill This repository contains the code for our paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Namin

11 Oct 31, 2022

Entity Disambiguation as text extraction (ACL 2022)

ExtEnD: Extractive Entity Disambiguation This repository contains the code of ExtEnD: Extractive Entity Disambiguation, a novel approach to Entity Dis

121 Jan 03, 2023

Fast, DB Backed pretrained word embeddings for natural language processing.

Embeddings Embeddings is a python package that provides pretrained word embeddings for natural language processing and machine learning. Instead of lo

212 Nov 21, 2022

The guide to tackle with the Text Summarization

1.2k Dec 30, 2022

Telegram bot to auto post messages of one channel in another channel as soon as it is posted, without the forwarded tag.

Channel Auto-Post Bot This bot can send all new messages from one channel, directly to another channel (or group, just in case), without the forwarded

128 Dec 29, 2022

A number of methods in order to perform Natural Language Processing on live data derived from Twitter

1 Nov 24, 2021

Sequence modeling benchmarks and temporal convolutional networks

Sequence Modeling Benchmarks and Temporal Convolutional Networks (TCN) This repository contains the experiments done in the work An Empirical Evaluati

3.5k Jan 03, 2023

Predicting the usefulness of reviews given the review text and metadata surrounding the reviews.

Predicting Yelp Review Quality Table of Contents Introduction Motivation Goal and Central Questions The Data Data Storage and ETL EDA Data Pipeline Da

3 Nov 27, 2022

Fake news detector filters - Smart filter project allow to classify the quality of information and web pages

fake-news-detector-1.0 Lists, lists and more lists... Spam filter list, quality keyword list, stoplist list, top-domains urls list, news agencies webs

1 Jan 04, 2022

Neural-Machine-Translation - Implementation of revolutionary machine translation models

Neural Machine Translation Framework: PyTorch Repository contaning my implementa

1 Feb 17, 2022

Transformer training code for sequential tasks

Sequential Transformer This is a code for training Transformers on sequential tasks such as language modeling. Unlike the original Transformer archite

578 Dec 13, 2022

A PyTorch Implementation of End-to-End Models for Speech-to-Text

speech Speech is an open-source package to build end-to-end models for automatic speech recognition. Sequence-to-sequence models with attention, Conne

647 Dec 25, 2022

Awesome Treasure of Transformers Models Collection

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

577 Jan 07, 2023