This repository contains helper functions which can help you generate additional data points depending on your NLP task.

Last update: May 22, 2022

Related tags

Overview

NLP Albumentations For Data Augmentation

This repository contains helper functions which can help you generate additional data points depending on your task. These are not production ready (especially the regex ones could use some help)

Feel free to add your own helper functions and raise a pull request

FAQs:

Q- How can I run this?

A - Just open the .ipynb file, click on the "open in colab" button located at the start of the notebook and run all cells (everything else is already handled)

Sources:

Owner

Aflah

Sophomore, Trying

GitHub Repository

Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"

Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning This repo is for Findings at EMNLP 2021 paper: Learn Cont

6 Sep 02, 2022

This is the offline-training-pipeline for our project.

offline-training-pipeline This is the offline-training-pipeline for our project. We adopt the offline training and online prediction Machine Learning

0 Apr 22, 2022

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Megatron (1 and 2) is a large, powerful transformer developed by the Applied Deep Learning Research team at NVIDIA.

3.5k Dec 30, 2022

The entmax mapping and its loss, a family of sparse softmax alternatives.

entmax This package provides a pytorch implementation of entmax and entmax losses: a sparse family of probability mappings and corresponding loss func

330 Dec 22, 2022

ProteinBERT is a universal protein language model pretrained on ~106M proteins from the UniRef90 dataset.

ProteinBERT is a universal protein language model pretrained on ~106M proteins from the UniRef90 dataset. Through its Python API, the pretrained model can be fine-tuned on any protein-related task in

241 Jan 04, 2023

The RWKV Language Model

RWKV-LM We propose the RWKV language model, with alternating time-mix and channel-mix layers: The R, K, V are generated by linear transforms of input,

877 Jan 05, 2023

Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works"

GDAP The code of paper "Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works"" Event Datasets Prep

45 Oct 29, 2022

NumPy String-Indexed is a NumPy extension that allows arrays to be indexed using descriptive string labels

NumPy String-Indexed NumPy String-Indexed is a NumPy extension that allows arrays to be indexed using descriptive string labels, rather than conventio

1 Jan 08, 2022

Converts text into a PDF of handwritten notes

Text To Handwritten Notes Converts text into a PDF of handwritten notes Explore the docs » · Report Bug · Request Feature · Steps: $ git clone https:/

63 Oct 09, 2022

Extracting Summary Knowledge Graphs from Long Documents

GraphSum This repo contains the data and code for the G2G model in the paper: Extracting Summary Knowledge Graphs from Long Documents. The other basel

10 Oct 21, 2022

Understanding the Difficulty of Training Transformers

Admin Understanding the Difficulty of Training Transformers Guided by our analyses, we propose Adaptive Model Initialization (Admin), which successful

300 Dec 29, 2022

Samantha, A covid-19 information bot which will provide basic information about this pandemic in form of conversation.

Covid-19-BOT Samantha, A covid-19 information bot which will provide basic information about this pandemic in form of conversation. This bot uses torc

2 Nov 05, 2021

Code release for "COTR: Correspondence Transformer for Matching Across Images"

COTR: Correspondence Transformer for Matching Across Images This repository contains the inference code for COTR. We plan to release the training code

358 Dec 24, 2022

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。

【关于 NLP】那些你不知道的事作者：杨夕、芙蕖、李玲、陈海顺、twilight、LeoLRH、JimmyDU、艾春辉、张永泰、金金金介绍本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。目录架构一、【

1.4k Dec 30, 2022

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

13.2k Jul 07, 2021

This project is part of Eleuther AI's quest to create a massive repository of high quality text data for training language models.

42 Dec 13, 2022

This repository contains helper functions which can help you generate additional data points depending on your NLP task.

Related tags

Overview

NLP Albumentations For Data Augmentation

FAQs:

Owner

Aflah

Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"

This is the offline-training-pipeline for our project.

Ongoing research training transformer language models at scale, including: BERT & GPT-2

The entmax mapping and its loss, a family of sparse softmax alternatives.

ProteinBERT is a universal protein language model pretrained on ~106M proteins from the UniRef90 dataset.

The RWKV Language Model

Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works"

NumPy String-Indexed is a NumPy extension that allows arrays to be indexed using descriptive string labels

Converts text into a PDF of handwritten notes

Extracting Summary Knowledge Graphs from Long Documents

Understanding the Difficulty of Training Transformers

Samantha, A covid-19 information bot which will provide basic information about this pandemic in form of conversation.

Code release for "COTR: Correspondence Transformer for Matching Across Images"

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。

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

This project is part of Eleuther AI's quest to create a massive repository of high quality text data for training language models.

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

AI-powered literature discovery and review engine for medical/scientific papers

Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

Natural Language Processing with transformers

This repository contains helper functions which can help you generate additional data points depending on your NLP task.

Related tags

Overview

NLP Albumentations For Data Augmentation

FAQs:

Owner

Aflah

Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"

This is the offline-training-pipeline for our project.

Ongoing research training transformer language models at scale, including: BERT & GPT-2

The entmax mapping and its loss, a family of sparse softmax alternatives.

ProteinBERT is a universal protein language model pretrained on ~106M proteins from the UniRef90 dataset.

The RWKV Language Model

Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works"

NumPy String-Indexed is a NumPy extension that allows arrays to be indexed using descriptive string labels

Converts text into a PDF of handwritten notes

Extracting Summary Knowledge Graphs from Long Documents

Understanding the Difficulty of Training Transformers

Samantha, A covid-19 information bot which will provide basic information about this pandemic in form of conversation.

Code release for "COTR: Correspondence Transformer for Matching Across Images"

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。

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

This project is part of Eleuther AI's quest to create a massive repository of high quality text data for training language models.

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

AI-powered literature discovery and review engine for medical/scientific papers

Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

Natural Language Processing with transformers

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。