Context I am preparing to submit my first research paper to a Q1 journal (IEEE Transactions on Neural Networks). This will be my first submission and I am unsure about a few things. Questions: Is it mandatory to submit the code and dataset along with the paper, or is that only required upon acceptance? My results show a 2.3% improvement over the SOTA baseline. Is that considered significant enough? How long does the review process typically take for IEEE Transactions journals? I have read the author guidelines but they are somewhat ambiguous on point 1. Would appreciate guidance from anyone who has published in similar venues.

I have successfully received PMRF (lateral entry, second year). Happy to share what worked in my proposal. On the research proposal: 60–70% technical approach, 30% context and impact Preliminary results absolutely help. Coursework projects are fine if genuinely relevant The societal impact section should be substantive.PMRF is a national initiative; reviewers want to see why this matters On citations: Yes, cite your MTech thesis. Framing your PhD as an extension of prior work you did shows continuity of thought.

How do I approach fine-tuning a transformer model for l....Academic Forum

Back to Forum

Disha Malhotra Starting 8 pts 0 followers

Indian Institute of Technology Bombay · Posted 5 months ago

Machine Learning & AI Education Technology Photonics & Optics

Context

I am preparing to submit my first research paper to a Q1 journal (IEEE Transactions on Neural Networks). This will be my first submission and I am unsure about a few things.

Questions:

Is it mandatory to submit the code and dataset along with the paper, or is that only required upon acceptance?
My results show a 2.3% improvement over the SOTA baseline. Is that considered significant enough?
How long does the review process typically take for IEEE Transactions journals?

I have read the author guidelines but they are somewhat ambiguous on point 1. Would appreciate guidance from anyone who has published in similar venues.

Eshan Patil Growing 70 pts · 2 months ago Accepted answer

I have successfully received PMRF (lateral entry, second year). Happy to share what worked in my proposal.

On the research proposal:

60–70% technical approach, 30% context and impact
Preliminary results absolutely help. Coursework projects are fine if genuinely relevant
The societal impact section should be substantive.PMRF is a national initiative; reviewers want to see why this matters

On citations: Yes, cite your MTech thesis. Framing your PhD as an extension of prior work you did shows continuity of thought.

Replying to Eshan Patil

Jagdish Rawat · 2 months ago Accepted answer

Check whether your institution has a Springer/Elsevier waiver agreement.many NITs and IITs do.

How do I approach fine-tuning a transformer model for low-resource Indian languages?

Context

2 Replies