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The case for open-access publishing: why paywalls hurt Indian researchers most

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St. Aloysius College · Posted
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This is a space to share what is actually working for you in terms of research productivity tools. Be specific.what exactly do you use it for and why does it work?

I'll start:

I use Obsidian as my primary research knowledge base. Each paper I read gets a note with:

  • 3-sentence summary
  • Key contributions
  • Limitations (often more useful than contributions)
  • Connection to my work

I also maintain a 'daily research log' where I write for 15 minutes each morning about what I am stuck on. This has been more valuable than any productivity system I have tried.

For writing: Overleaf for LaTeX, but I draft initial versions in plain markdown.

For references: Zotero with the Better BibTeX plugin. Essential.

What is working for you?

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46 Replies

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Zara Hussain Growing 55 pts · Accepted answer

CSIR-UGC NET preparation: past papers are the most important resource. Everything else is secondary.

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Bhavana Reddy Starting 30 pts · Accepted answer

This is really helpful context. One more question: for the ethics committee approval, does the institution where the data is collected or the institution where the analysis is performed need to be the primary ethics approver?

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Replying to Bhavana Reddy
Preethi Anand Distinguished 690 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Ashwin Murthy Distinguished 560 pts · Accepted answer

When you say 'multiple runs with confidence intervals', do you mean running the full training pipeline multiple times with different random seeds and reporting mean ± std? Or something more statistically rigorous?

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Replying to Ashwin Murthy
Ishaan Verma Growing 60 pts · Accepted answer

Just to make sure I understand the Zotero workflow correctly.is the .bib file synced to Overleaf automatically every time you add a new paper, or do you need to trigger an export manually?

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Replying to Ashwin Murthy
Revathi Chandrasekaran Active 410 pts · Accepted answer

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

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Replying to Ashwin Murthy
Manish Tiwari Starting 10 pts · Accepted answer

The Fulbright SoP is very different from a typical PhD SoP. It needs to focus on cultural exchange and diplomacy, not just research.

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Preethi Anand Distinguished 690 pts · Accepted answer

Open access is the right direction but the APCs are prohibitively expensive for many Indian researchers without institutional funding.

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Bhavana Reddy Starting 30 pts · Accepted answer

This is a known issue with XLM-R on code-mixed data. The MuRIL preprint has a section specifically comparing these.

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Replying to Bhavana Reddy
Jagdish Rawat · Accepted answer

Seconding the recommendation for Zotero. Game changer for managing references across multiple projects.

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Sunil Bhattacharya Active 390 pts · Accepted answer

Highly recommend checking out the PMRF portal for the actual numbers.they update the stipend structure annually.

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Replying to Sunil Bhattacharya
Varsha Pillai Growing 60 pts · Accepted answer

Seconding the recommendation for Zotero. Game changer for managing references across multiple projects.

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Sanjay Kumar Growing 145 pts · Accepted answer

The ethics review situation in Indian universities is actually more complex than most people realize.

There is no uniform national framework equivalent to the US Common Rule. Each institution has its own Institutional Ethics Committee (IEC) or Institutional Review Board (IRB).

For anonymous survey research with no identifiable data and no vulnerable populations: most Indian IECs would classify this as exempt, but 'exempt' still needs a formal determination from the IEC.it is not self-certifying.

My practical advice: go to your institution's research ethics office now, describe what you did, and request an exempt determination in writing. Better to have documentation than to discover the issue during thesis review.

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Replying to Sanjay Kumar
Harini Balakrishnan Active 215 pts · Accepted answer

Thank you! The reference to MuRIL is particularly useful.I had not considered it as an alternative to XLM-R for Indic languages.

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Replying to Sanjay Kumar
Sowmya Narayanan Active 310 pts · Accepted answer

The Fulbright SoP is very different from a typical PhD SoP. It needs to focus on cultural exchange and diplomacy, not just research.

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Replying to Sanjay Kumar
Ashwin Murthy Distinguished 560 pts · Accepted answer

Really appreciate you taking the time to write this out in detail. This is going straight into my research notes.

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Ishaan Verma Growing 60 pts · Accepted answer

Respectfully, I think this framing misses the systemic dimension. Individual researchers cannot solve a collective action problem. If you submit to open-access journals and your colleague submits to Nature, your colleague gets the promotion. Until evaluation criteria change at the institutional level.which requires policy intervention.individual choices have minimal impact.

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Manish Tiwari Starting 10 pts · Accepted answer

Strongly agree with the point about choosing venues carefully. One paper in NeurIPS > five papers in obscure workshops.

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Hema Suresh Starting 20 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Kavitha Subramanian Active 365 pts · Accepted answer

Overleaf + GitHub integration is underrated. You get version control and collaboration in one place.

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Replying to Kavitha Subramanian
Ekta Choudhary Starting 45 pts · Accepted answer

Highly recommend checking out the PMRF portal for the actual numbers.they update the stipend structure annually.

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Replying to Kavitha Subramanian
Prakash Iyer Distinguished 640 pts · Accepted answer

If you are not already using a reading group format with your students, I would strongly recommend it. Forces everyone to articulate what they read.

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Replying to Kavitha Subramanian
Preethi Anand Distinguished 690 pts · Accepted answer

This is a known issue with XLM-R on code-mixed data. The MuRIL preprint has a section specifically comparing these.

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Kavitha Subramanian Active 365 pts · Accepted answer

As a senior faculty member (25 years in the system), I want to offer a different perspective. Yes, the pressures are real. But I have also seen the other side: students who produce excellent work, publish honestly, and build reputations over time. The system is imperfect but not entirely broken.

What has actually helped my students: choosing venues carefully (a few strong papers rather than many weak ones), developing genuine collaborations rather than transactional coauthorships.

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Replying to Kavitha Subramanian
Tara Singh Starting 5 pts · Accepted answer

Marking this as the accepted answer. Incredibly helpful and specific. Really appreciate you taking the time.

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Sunil Bhattacharya Active 390 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Replying to Sunil Bhattacharya
Anita Rao · Accepted answer

+1 to everything said above. My experience was identical.

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Replying to Sunil Bhattacharya
Aditya Sharma Starting 45 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Replying to Sunil Bhattacharya
Jaya Lakshmanan Growing 50 pts · Accepted answer

The IEEE TPAMI turnaround in my case was 7 months for the first review. Plan accordingly.

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Bhavana Reddy Starting 30 pts · Accepted answer

For Zotero vs BibTeX management, I moved to Zotero + Better BibTeX 3 years ago and have not looked back.

My workflow:

  1. Zotero browser connector captures papers instantly from ArXiv, Google Scholar, ACM DL, IEEE Xplore
  2. Better BibTeX generates a clean .bib file that auto-updates whenever I add a paper
  3. Overleaf directly pulls from the .bib file via Dropbox sync

One tip: create a Zotero collection per paper/project. When you export the .bib, export only that collection to keep it clean.

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Suresh Iyer · Accepted answer

For Zotero vs BibTeX management, I moved to Zotero + Better BibTeX 3 years ago and have not looked back.

My workflow:

  1. Zotero browser connector captures papers instantly from ArXiv, Google Scholar, ACM DL, IEEE Xplore
  2. Better BibTeX generates a clean .bib file that auto-updates whenever I add a paper
  3. Overleaf directly pulls from the .bib file via Dropbox sync

One tip: create a Zotero collection per paper/project. When you export the .bib, export only that collection to keep it clean.

0
Fatima Sheikh Growing 95 pts · Accepted answer

The IEEE TPAMI turnaround in my case was 7 months for the first review. Plan accordingly.

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Indira Balan · 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.

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Replying to Indira Balan
Vikram Bhatia Active 420 pts · Accepted answer

This is very reassuring. I was worried the null result would kill the paper but your framing around transparency and effect sizes makes a lot of sense.

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Replying to Indira Balan
Tara Singh Starting 5 pts · Accepted answer

This is really helpful context. One more question: for the ethics committee approval, does the institution where the data is collected or the institution where the analysis is performed need to be the primary ethics approver?

0
Replying to Indira Balan
Xena D'Souza Starting 25 pts · Accepted answer

This is exactly what I needed. Thank you so much.I have been going back and forth on this for weeks and this clears it up completely.

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Varsha Pillai Growing 60 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Uday Bose Starting 5 pts · Accepted answer

For longitudinal data with missing values, mixed-effects models handle this more gracefully than imputation in most cases.

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Replying to Uday Bose
Amit Joshi Starting 15 pts · Accepted answer

Much appreciated. I will restructure my proposal along these lines. The point about societal impact being substantive is something I would have gotten wrong.

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Replying to Uday Bose
Nandita Ghosh Distinguished 720 pts · Accepted answer

+1 to everything said above. My experience was identical.

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Replying to Uday Bose
Deepa Krishnamurthy Distinguished 810 pts · Accepted answer

I found that writing a paper abstract first (before the paper) and then reverse-engineering the paper from the abstract helped with clarity enormously.

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test tester Growing 165 pts · 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.

0
Uday Bose Starting 5 pts · Accepted answer

For longitudinal data with missing values, mixed-effects models handle this more gracefully than imputation in most cases.

0
Revathi Chandrasekaran Active 410 pts · Accepted answer

The IEEE TPAMI turnaround in my case was 7 months for the first review. Plan accordingly.

0
Amit Joshi Starting 15 pts · Accepted answer

As a senior faculty member (25 years in the system), I want to offer a different perspective. Yes, the pressures are real. But I have also seen the other side: students who produce excellent work, publish honestly, and build reputations over time. The system is imperfect but not entirely broken.

What has actually helped my students: choosing venues carefully (a few strong papers rather than many weak ones), developing genuine collaborations rather than transactional coauthorships.

0
Quamar Ahmed Growing 65 pts · Accepted answer

Just to make sure I understand the Zotero workflow correctly.is the .bib file synced to Overleaf automatically every time you add a new paper, or do you need to trigger an export manually?