iiinova — where your digital self keeps evolving

Mesut Kaya @kayamesut.bsky.social · 14/09/2026

Can any Spotify user add video to any song? Some clever people add advertisements to songs. good job people. If that is the case, there can even be dangerous content being added o.O

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Mesut Kaya @kayamesut.bsky.social · 04/09/2026

Looking for co-authors for my new paper: "Who is a bad judge? LLM:'Me, me, me!'"

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Mesut Kaya @kayamesut.bsky.social · 03/08/2026

Researchers focusing on reproducibility aspects of published papers, please do compare reproducibility year by year (whatever criteria you are using to measure) and see whether there is systematic differences in year 2026 (maybe 2025 as well) to previous years.

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Mesut Kaya @kayamesut.bsky.social · 22/06/2026

I got my visa and will attend #FAccT2026 in person. Ping me if you will be there. Would love to meet new and familiar faces.

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Reposted by Mesut Kaya

ACM FAccT @facct.bsky.social · 02/06/2026

Our schedule for #FAccT2026 is live! facctconference.org/2026/schedul... You can find the full conference program, including sessions and papers, through the above link.

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Mesut Kaya @kayamesut.bsky.social · 02/06/2026

My level of commitment to apply for Assistant Prof. positions "Hey what happened to the job that I saved to apply for?" thinking that my memory is so good and deadline is Mid-June but it was not. Good job me :D

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Mesut Kaya @kayamesut.bsky.social · 28/05/2026

As a non-EU citizen, to be able to go to Canada to attend FAccT in person I have applied to Visa. The amount of time, energy, money spent is ridiculous. After all this struggle, I really hope I will be able to attend in person. From now and on my top priority for conference submission is location

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Mesut Kaya @kayamesut.bsky.social · 21/05/2026

New job title idea for academics: "LLM Supervisor". I was using Claude for an idea that I wanted to quickly test. With multiple iteration with LLM, I could test the idea. I felt like I am supervising a MSc student for their thesis o.O

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Mesut Kaya @kayamesut.bsky.social · 15/05/2026

Me as a biased reviewer, whenever I see 'we used LLMs as a judge against human generated annotations' I automatically want to reject without reading the rest of the paper 🫣 of course I keep reading but not my favourite papers to review

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Mesut Kaya @kayamesut.bsky.social · 04/03/2026

Our full paper "Human, Algorithm, or Both? Gender Bias in Human-Augmented Recruiting" with @toinebogers.bsky.social has been accepted for publication at ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT 2026) #FAccT2026.

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Mesut Kaya @kayamesut.bsky.social · 24/02/2026

Nothing is new in LLM world. It was OpenAI accusing others some months ago, now Anthropic.

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Reposted by Mesut Kaya

ACM Conference on Recommender Systems @recsys.bsky.social · 23/02/2026

📢 First Call for Long / Short / Past, Present and Future papers: ACM #RecSys2026 📄 Details & submission guidelines can be found here: recsys.acm.org/recsys26/cal...

recsys.acm.org

RecSys – ACM Recommender Systems

Call for Contributions

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Mesut Kaya @kayamesut.bsky.social · 21/01/2026

Can someone explain to me why ACM journals (I am not sure if all does) follow a single-blind review protocol instead of double-blind?

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Mesut Kaya @kayamesut.bsky.social · 23/12/2025

A big academic milestone for me o.o

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Mesut Kaya @kayamesut.bsky.social · 17/12/2025

If you are clearly super sick and has the potential to spread your germs and make other sicks, stay the duck home.

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Mesut Kaya @kayamesut.bsky.social · 28/11/2025

Abstract: In this paper, we cook dinner. End of Introduction: In this study, we carefully explain step by step instructions to prepare the dish to eat when it gets dark. Conclusion: In this research, the focus is to say that dinner is cooked by us. Just let me use the same sentence u.u

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Mesut Kaya @kayamesut.bsky.social · 17/11/2025

I am tempted to simply reject papers based on the fact that they still experiment with Movielens 100K dataset o.O

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Reposted by Mesut Kaya

Toine Bogers @toinebogers.bsky.social · 04/07/2025

Excellent news! Our full paper "Mapping Stakeholder Needs to Multi-Sided Fairness in Candidate Recommendation for Algorithmic Hiring" (together with @kayamesut.bsky.social) has been accepted for oral presentation at #recsys2025! See you in Prague!

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Mesut Kaya @kayamesut.bsky.social · 26/06/2025

I am checking the proceedings of the FAACT'25 conference dl.acm.org/doi/proceedi... One of my favourite papers so far is: "hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool" (dl.acm.org/doi/10.1145/...)

dl.acm.org

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | ACM Conferences

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Reposted by Mesut Kaya

Toine Bogers @toinebogers.bsky.social · 30/04/2025

@kayamesut.bsky.social presenting the work we are doing in the FairMatch project on multi-stakeholder fairness-aware candidate recommendation at the great AI & Labor Market workshop in sunny Ghent!

Mesut Kaya presenting a slide on fairness in candidate recommendation

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Mesut Kaya @kayamesut.bsky.social · 18/03/2025

I am starting to really like this perfectly explained, easy to understand blog posts, videos, interactive learning platforms. Here is one for Entropy: aatishb.com/entropy/

aatishb.com

Entropy Explained, With Sheep

An explorable blog post about entropy, with sheep.

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Mesut Kaya @kayamesut.bsky.social · 18/02/2025

My next occupation will be trolling all LinkedIn 'Guru's. I call them "Shameless Self Promotion Cult". Let me ask chatgpt to write a poem.

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Mesut Kaya @kayamesut.bsky.social · 18/02/2025

Am I the only one that hates the posts on LinkedIn like: "Hey being a manager, CTO bla bla I have reviewed thousands of resumes. Here is how you can also be shit"

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Reposted by Mesut Kaya

John Scalzi @scalzi.com · 29/01/2025

OpenAI right now

Scene from The Princess Bride where Vizzinni says "You're trying to kidnap what I've rightfully stolen"

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Mesut Kaya @kayamesut.bsky.social · 17/12/2024

Good news. Our paper "From Queries to Candidates: Exploring Search and Source Interaction Behavior of Recruiters" has been accepted as a full paper to CHIIR 25 co-authered with @toinebogers.bsky.social and @maria83.bsky.social More to follow on this later!

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Reposted by Mesut Kaya

Gwdihŵ 🦉 @youwouldknow.bsky.social · 12/12/2024

How your email finds me

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Mesut Kaya @kayamesut.bsky.social · 18/11/2024

Similar to me, if you are also horrible at English and always forget about different definitions of fairness, this paper is doing an amazing job to explain the nuances, highly suggested to read! www.nature.com/articles/s41...

nature.com

A clarification of the nuances in the fairness metrics landscape - Scientific Reports

Scientific Reports - A clarification of the nuances in the fairness metrics landscape

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Mesut Kaya @kayamesut.bsky.social · 17/11/2024

Hopefully, this platform does not have twitter's (yes it is still twitter for me) dumb recommendation algorithm that prepares the timeline.

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