AI/ML Research (GenAI:LLMs/VLMs, Agents and Reasoning, MedAI, HAI-Safety) 📝 Explorer ⚙️ Seeking Research Intern/Fellowship Opportunities ⏳Views are mine

England, United Kingdom
Joined November 2023
+3 in ICML! 1 Main 2 Position Papers (1 Spotlight)!
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I don't think any human will rate 4 too (from past experience). After initial review, I doubt if there will be 100+ 4s. Cause, 4 is like previous 7-10 rating; and the papers deserving 7 is not likely to get rated 4, as it inflates the score to a 8-10 level; which is very rare.
I let gpt-6 astra review 250 random ICLR submissions. It didn't recommend clear accept for a single paper.
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Cooool!
Preparing for AI Research Scientist interviews? 🔥 We just open-sourced PaperLeet 🐈‍⬛ LeetCode for AI researchers: implement the core of ~100 key papers (llm, rl, diffusion, flow matching, JEPA, world models), graded by tests that check the math. paperleet.com
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It seems some @iclr_conf reviewers are using Pangram or such detectors and possibly, introducing some sort of bias, based on detector output. But, as far as I know, reviewers are not allowed to copy-paste any text to such LLM/AI tools, except local inference.
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So, is it legal/OK? Does doing so violate any ICLR/reviewing policy? Can ACs Pangram things too? What happens to the direct/indirect bias based on the scores? Just asking...
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Replying to @ReviewAcl
@ReviewAcl please don’t enforce any policy if you can't develop a robust and reliable way to enforce it. I'm a Gold Reviewer in ICML, published ~10 works in ICML-ICLR-NeurIPS-ACL-EMNLP, but can't review in ARR, cause I don't have masters. Well, maybe, redefine criterias too.
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Also, I have reviewed in 2024-25; but in 2026, suddenly, I'm not eligible? Make it make sense, please. I have contacted support, mailed with evidence, and still no proper solution. My co-authors are panicking because of this mess.
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I don’t like most of my assigned ICLR'27 papers. 3-4 out of 5 feel boring, and I don’t think any of them were even on my bidding list. Reviewer assignment luck, I guess.
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Azmine Wasi ✈️ NeurIPS'26 retweeted
People might overvalue papers from the pre-LLM era. A garbage is a garbage. It doesn’t become more useful because it is fully generated by humans. Similarly, a good paper is a good paper. It doesn’t devalue because AI is used to improve its quality.
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Azmine Wasi ✈️ NeurIPS'26 retweeted
Nothing unites coauthors faster than an unreasonable reviewer.
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When someone posts: "X just dropped Y!!" Direct unfollow/mute!
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One work I mentored got accepted to NeurIPS 2026! Yayy!!! We approched chuncking as a statistical signal detection problem and proposed a better way of chuncking. Rebuttal was intense, with 30+ tables!! Happy to see the positive outcome after so much effort!
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ICLR 2027 Bidding: Went through first two pages briefly. 4 (out of 100) papers had only 1 word in title; showing why we have 60K submissions; but overall, not bad. Some papers look interesting and I'll definitely note down their IDs to check them later.
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I just hope I can learn something from the papers I'm assigned to review; otherwise, it's a lose-lose situation.
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Interestingly, my WACV review batch is better than what I got for ICML and NeurIPS! Yes, some parts are AI assisted/generated, sure, but not as sloppy as those. I couldn't even justify a single weak reject here, while for the "top-tier" ones I ended up rejecting more than half.
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For me, AI-generation doesn't matter; if content is solid/exps are good+well-written. You just have to prepare solid, correct, high-quality works. How? its upto you!
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Azmine Wasi ✈️ NeurIPS'26 retweeted
I don't think we should attribute 60k papers submitted to ICLR to AI. It's a natural evolution of bad incentives, and AI is the tool that fulfills them with minimal effort. When administration and funding agencies count the number of published papers, everybody figures out the "minimal publishable unit" and splits one solid paper into four crappy ones. When top AI professors demand NeurIPS publication from applying master's students, each student tries to win the publication lottery with something small and insignificant. Many papers I read in the past year could have been a tweet with an attached GitHub repository of experiments. We got 15+ pages of write-ups about one-line changes (think something like DyT). Or a brutal mumbo-jumbo mixture of techniques to get improvement in the 3rd decimal place (in many disciplines this is called p-hacking, but we kind of ignore that). Don't blame AI, blame the system.
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Azmine Wasi ✈️ NeurIPS'26 retweeted
Something a few PhD students discussed with me already: since no one cares about conference prestige anymore except institutional bodies, they’re fully optimising their paper for ChatGPT reviews. They fine near 100% agreement between their final score and sufficient GPT reviews.
3/4 papers I reviewed and 2/3 reviews I got this ARR cycle were AI slop. Fraudsters are already outnumbering honest researchers. Unless drastic measures are urgently adopted, conference publications will have zero value or even become negative signal, and academia will be toast.
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Same feeling, cause I did the same. I have good scores in my NeurIPS ones, but had to resubmit; cause anything can get accepted/rejected right now :3 And, this idea is a bit stupid; waiting one more week won't have ended the world 👻
I think the high registration count of ICLR is likely because many borderline NeurIPS papers have registered as a backup. #ICLR2027
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Two works have been accepted to EMNLP 2026 Findings!
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