This repo stores the codes for topic modeling on palliative care journals.

Last update: Dec 20, 2022

Related tags

Text Data & NLP palliative-care-topic-modeling

Overview

This repo stores the codes for topic modeling on palliative care journals.

Data Preparation

You first need to download the journal papers.

bash 1_download_pdfs.sh # To download papers from the journal `jpm`
bash 1_download_pdfs_jwh.sh # To download papers from the journal `jwh`

Environment Setup

Install all the necessary python packages.

bash 2_pdf2json_prep_env.sh

How to Run the Topic Model

Run the topic modeling on the default journal jpm:

python 3_pdf2json2topics.py

Or you can also run the topic modeling on the other journal jwh:

python 3_pdf2json2topics.py -journal_name jwh

You might also like...

NLP topic mdel LDA - Gathered from New York Times website

1 Oct 14, 2021

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

20 Dec 14, 2022

Topic Inference with Zeroshot models

zeroshot_topics Table of Contents Installation Usage License Installation zeroshot_topics is distributed on PyPI as a universal wheel and is available

55 Nov 28, 2022

Codes for processing meeting summarization datasets AMI and ICSI.

Meeting Summarization Dataset Meeting plays an essential part in our daily life, which allows us to share information and collaborate with others. Wit

39 Dec 14, 2022

Codes to pre-train Japanese T5 models

t5-japanese Codes to pre-train a T5 (Text-to-Text Transfer Transformer) model pre-trained on Japanese web texts. The model is available at https://hug

37 Dec 25, 2022

NLP codes implemented with Pytorch (w/o library such as huggingface)

NLP_scratch NLP codes implemented with Pytorch (w/o library such as huggingface) scripts ├── models: Neural Network models ├── data: codes for dataloa

3 Dec 28, 2021

Codes for coreference-aware machine reading comprehension

Data and code for the paper "Tracing Origins: Coreference-aware Machine Reading Comprehension" at ACL2022. Dataset There are three folders for our thr

11 Sep 29, 2022

A natural language modeling framework based on PyTorch

Overview PyText is a deep-learning based NLP modeling framework built on PyTorch. PyText addresses the often-conflicting requirements of enabling rapi

6.4k Dec 27, 2022

A natural language modeling framework based on PyTorch

Overview PyText is a deep-learning based NLP modeling framework built on PyTorch. PyText addresses the often-conflicting requirements of enabling rapi

6.1k Feb 12, 2021

Owner

PhD in NLP & Causality. Affiliated with Max Planck Institute, Germany & ETH & UMich. Supervised by Bernhard Schoelkopf, Rada Mihalcea, and Mrinmaya Sachan.

GitHub