Erkan Güneş

Postdoc @constructor_uni | Previously, Phd @CUBoulder. Postdoc @aalborg_uni. | #politicalscience #datascience #photography |

[Erkan Güneş @egunes39]

🚨Our new preprint on text classification with LLMs @ChristofferFlo1, @tmyildirim.

[Gabriel Zucman @gabriel_zucman]

Those who celebrate @elonmusk's $1 trillion fortune need to be reminded of a simple and vital truth:

That there is a fundamental tension between extreme wealth and the very possibility of democracy.

[Erkan Güneş @egunes39]

https://t.co/rfQaLFglAm

[Erkan Güneş @egunes39]

🚨Our new preprint on text classification with LLMs @ChristofferFlo1, @tmyildirim.

[NYTPitchbot @DougJBalloon]

I just learned that Ayatollah Khamenei and Ayatollah Khomenei are not the same person. Here's my plan for regime change in Iran....(1/23)

[François Chollet @fchollet]

A lot of the current discourse about AI comes from a fatalistic position of total surrender of agency: "tech is moving in this direction and there's nothing anyone can do about it" (suspiciously convenient for those who stand to benefit most)

But in a free society, we get to choose what kind of world we live in, independent of technological capabilities. Just because tetraethyllead made engines run more efficiently and saved money didn't mean we were *obligated* to pump it into the lungs of our kids

Technological determinism is BS. We have a collective duty to make sure AI adoption improves the human condition, rather than hollows it out

[Joni Askola @joni_askola]

Elon Musk is one of the most dangerous men alive. He is evil.

He actively punches down at the vulnerable, boosts neo-nazis, and amplifies hate to destroy democracy.

He has the power of a nation-state with the temperament and ideology of a 4chan troll

[Alonso Gurmendi @Alonso_GD]

Capitalism is slowly regressing to Feudalism. Techno feudal lords own all the valuable assets and we techno peasants pay a subscription for the right to use our master’s property.

[Erkan Güneş @egunes39]

@HakanDogu1166 Derdiniz yaşanan hadise üzerinden "elektrikli otomobiller ve sürdürülebilir teknolojiler pişmanlıktır" mesajı vermekse, mesajınızı artık dinleyen pek yok. Hiç deneyimlememiş olanları bir süre daha uzak tutabilirsiniz. Yapabileceğiniz en fazla bu.

[Erkan Güneş @egunes39]

@HakanDogu1166 Derdiniz büyük felaketlerse, nükleer ve fosil yakıtların büyük felaket geçmişi İspanya ve Portekiz'de yaşananı ve benzeri yaşanabilecek hadiselerin hepsini açık ara geride bırakır.

[CCSS Koç University @ccss_ku]

@marmara1883 @istanbuluni @hepsiburada #TCSS2025: Erkan Güneş (@constructor_uni) presents "Navigating Emotionality Classification with LLMs" - tackling the prompt optimization problem for emotion detection. His work with Tevfik Murat Yıldırım explores the balance between simplicity and complexity in prompt design.

[Erkan Güneş @egunes39]

The naive assumption that they have the capacity to plan and execute policy interventions in such a complicated strategic situation as the tariff war game.

[Andrea Junker @Strandjunker]

“Terrible things are happening outside. Poor helpless people are being dragged out of their homes. Families are torn apart. Men, women, and children are separated. Children come home from school to find that their parents have disappeared.”

Diary of Anne Frank
January 13, 1943

[Robert Reich @RBReich]

The Trump regime will round you up off the street and arrest you because you spoke your mind.

And federal agents in plain clothes and unmarked cars who refuse to identify themselves will be the ones to do it.

It's fascism.

Call it what it is.

[Erkan Güneş @egunes39]

Excited to announce my recently published article with Christoffer Florczak @ChristofferFlo1 on LLMs' multiclass classification capabilities.
https://t.co/RfHW5aionn

[Erkan Güneş @egunes39]

Our superior use-case, which combined GPT 4 and Gemini 1.5 Pro achieved 0.82 weighted F1 score on the 83% of the data in which the two models agreed.

[Erkan Güneş @egunes39]

Excited to announce my recently published article with Christoffer Florczak @ChristofferFlo1 on LLMs' multiclass classification capabilities.
https://t.co/RfHW5aionn

[Erkan Güneş @egunes39]

Our results point towards the insufficiency of complete reliance on instruction tuned LLMs, an increasing accuracy along with the human effort exerted, and a surprisingly high accuracy achieved in the most humanly demanding use-case.

[Erkan Güneş @egunes39]

@n3buchadn3zz4r @BoraOzkent 500 km'de max 15 dk sarj ile gidebileceginiz araclar mevcut.(bkz ioniq5). Bircok aracta max yarim saat yeter. Uzun menzilli bazi modellerle tek sarjla bile mumkun.