A list of NLP(Natural Language Processing) tutorials built on Tensorflow 2.0.

Overview

Tensorflow-NLP-tutorial

A list of NLP(Natural Language Processing) tutorials built on Tensorflow 2.0.

위키독스 딥 러닝을 이용한 자연어 처리 입문 의 자연어 처리 튜토리얼 저장소입니다.
기본적으로 딥 러닝 프레임워크 Tensorflow 2.0+을 사용하고 있습니다.

자연어처리_상단_책

코드의 기반이 되는 이론적인 설명은 무료 e-book을 참고바랍니다.

e-book : https://wikidocs.net/book/2155

많은 딥 러닝 또는 자연어 처리 입문자들에게 도움이 되기를 바랍니다.

Colab 실습 방법

각 실습 파일의 py 파일을 열어보면 Colab 링크를 기재해두었습니다.
해당 링크를 Chrome 브라우저에서 복사 + 붙여넣기 하시면 별도 파이썬 설치 바로 실습이 가능합니다.

최신 업데이트 공지

  • 2021년 12월 31일 : 깃허브 저장소를 오픈하였습니다.
Owner
Won Joon Yoo
Machine Learning Engineer
Won Joon Yoo
🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)

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Jangwon Park 183 Dec 14, 2022
Python package for Turkish Language.

PyTurkce Python package for Turkish Language. Documentation: https://pyturkce.readthedocs.io. Installation pip install pyturkce Usage from pyturkce im

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The Internet Archive Research Assistant - Daily search Internet Archive for new items matching your keywords

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ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Fairseq(-py) is a sequence modeling toolkit that allows researchers and developers to train custom models for translation, summarization, language mod

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Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!

Auto-Research A no-code utility to generate a detailed well-cited survey with topic clustered sections (draft paper format) and other interesting arti

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IndoBERTweet is the first large-scale pretrained model for Indonesian Twitter. Published at EMNLP 2021 (main conference)

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History Aware Multimodal Transformer for Vision-and-Language Navigation

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Simplified diarization pipeline using some pretrained models - audio file to diarized segments in a few lines of code

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Chau 65 Dec 30, 2022
[KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks

#Sentic GCN Introduction This repository was used in our paper: Aspect-Based Sentiment Analysis via Affective Knowledge Enhanced Graph Convolutional N

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Natural language computational chemistry command line interface.

nlcc Install pip install nlcc Must have Open-AI Codex key: export OPENAI_API_KEY=your key here then nlcc key bindings ctrl-w copy to clipboard (Note

Andrew White 37 Dec 14, 2022
Tools, wrappers, etc... for data science with a concentration on text processing

Rosetta Tools for data science with a focus on text processing. Focuses on "medium data", i.e. data too big to fit into memory but too small to necess

207 Nov 22, 2022
A music comments dataset, containing 39,051 comments for 27,384 songs.

Music Comments Dataset A music comments dataset, containing 39,051 comments for 27,384 songs. For academic research use only. Introduction This datase

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LSTC: Boosting Atomic Action Detection with Long-Short-Term Context

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context This Repository contains the code on AVA of our ACM MM 2021 paper: LSTC: Boosting

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Snips Python library to extract meaning from text

Snips NLU Snips NLU (Natural Language Understanding) is a Python library that allows to extract structured information from sentences written in natur

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this repository has datasets containing information of Uber pickups in NYC from April 2014 to September 2014 and January to June 2015. data Analysis , virtualization and some insights are gathered here

uber-pickups-analysis Data Source: https://www.kaggle.com/fivethirtyeight/uber-pickups-in-new-york-city Information about data set The dataset contain

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Addon for adding subtitle files to blender VSE as Text sequences. Using pysub2 python module.

Import Subtitles for Blender VSE Addon for adding subtitle files to blender VSE as Text sequences. Using pysub2 python module. Supported formats by py

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Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"

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