FSCI 2025 | E01_AI-Assisted Literature Review on Open Access Repositories

FORCE11 Scholarly Communication Institute is organizing FSCI 2025 virtual courses on scholarly communication from Monday, July 21st through Friday July 25th.

Theme

Working towards Open Scholarship in the Age of Intelligent Automation

• Online Courses will be conducted via zoom
• Duration for each day will be 1-3 hours

semanticClimate team is the part of this teaching program.

Course Information

• Course number: E01
• Course Title: AI — Assisted Literature Review on Open Access Repositories: Including Image and Object Detection

This includes introduction of:

• Use of AI for text and data mining
• Hugging Face for summarization
• Image classification as well as object detection

Co-course chair:

• Simon Worthington, TIB – Leibniz Information Centre for Science and Technology and University Library

• Gitanjali Yadav, National Institute of Plant Genome Research (NIPGR), New Delhi, India

• Peter Murray-Rust, Cambridge University, UK

Course Speaker and Instructors

• Peter Murray-Rust
• Renu Kumari
• Shabnam Barbhuiya
• Moobashara Jawed
• Ambreen Hamadani
• Avika Joshi

Date

July 21-25, 2025

Mode

Online

GitHub Repository for the AI Literature Review

• See All the resources

Program Schedule and course instructors

Presentation details Day 1 : 22 July, 2025

• Corpus creation: OA repository retreival and analysis - Dr. Renu Kumari, with support from Shabnam Barbhuiya and Moobashara Jawed

  • Presentation
  • Colab link for corpus creation

• Vibe coding: Coding with an AI assistant - Prof. Peter Murray Rust, with support from Anudev Suresh, Sarth Shah, and Moobashara Jawed

Presentation details Day 2: 23 July, 2025

• PDF summarisation - Shabnam Barbhuiya and Haarthi Vallabhaneni

  • Colab Notebook
  • Presentation

• Image classification - Dr. Ambreen Hamadani

  • Notebook_Vision Transformers

• AI Figure extraction - Avika Joshi

  • Tool FigSense
  • GitHub repository

Presentation details Day 3 : 24 July, 2025

• Named entity recognition (NER): Entities and concepts - Moobashara Jawed, with support from Renu Kumari

  • Colab Notebook
  • Presentation

• LLM RAG: For PDF - Shabnam Barbhuiya with a support from Anudev and Moobashara Jawed

  • Colab Notebook

Video Presentations (Example literature reviews)

• semantic analysis of AR6/WG2/Chapter04 – Water | By Ms. Haarthi Vallabhaneni

• AR6/WG2/Chapter08-POVERTY,LIVELIHOOD,SUSTAINABLE DEVELOPMENT | By Ms. Malavika Balachandran

• AR6/WG1/Chapter08-WATER CYCLE CHANGES | By Ms. Anushka Kushwaha

• AR6/WG1/Chapter04-Future Global Climate | By Ms. Deepika Mandakala

• AR6/WG2/Chapter06-Cities, settlements and key infrastructure | By Harshita Mahawar

• AR6/WG2/Chapter07-Health, wellbeing and the changing structure of communities | By Shaik Zainab

Event Highlights

Day 1: July 22, 2025

Day 2: July 23, 2025

Day 3: July 24, 2025