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Should I use Macro F1 or Accuracy? Why not Kappa? Why do some use this, and others that? What's actually evaluated here? 😵💫
Happy to share the final version of this paper on multi-class classification evaluation:
direct.mit.edu/tacl/article/…
#machinelearning #nlproc #ml
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juri retweeted
There's a lot of research papers on AI for science focused on ML engineering, but as of yet I haven't seen any examples of an AI-discovered ML algorithm that has actually seen mainstream acceptance.
Are there any examples of this?
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juri retweeted
Jun 13
as an AC: LLM assisted reviews are terrible. LLM assisted author responses are terrible. Even if the authors and reviewers do take the effort to carefully guide the LLMs so they reflect their points precisely (and not all do) the result is a wall of text that is just painful.
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juri retweeted
Jun 6
Code volume does not represent productivity.
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juri retweeted
It’s really incredible the absolute AI GARBAGE that people are comfortable sending to their coworkers and bosses
There’s a good chance productivity will actually *decrease* as AI adoption increases because everyone is busy wading through AI slop
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juri retweeted
It's so cringe when real people I otherwise know and respect post obvious AI slop on social media, particularly when they're (supposedly) expressing their feelings. Authenticity is so rare and valuable these days, and it's sad to see people just cede it from the get-go
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juri retweeted
Wow, so much whining about arXiv’s steps to reduce AI slop. So easy to deal with for authors who actually read their own papers before submitting them.
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juri retweeted
The backlash against arXiv is a bit odd. All they're asking is that you read your papers before submitting them.
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May 11
One of the biggest problems with using LLMs as a google replacement for programming, is that getting zero relevant results on google used to be a signal that you had the wrong idea about the root cause. Whereas LLMs will happily indulge any terrible idea you suggest.
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May 5
📢 Postdoc Position in NLP @ UTN in Nuremberg, Germany I am looking for a full-time postdoctoral researcher (A13/E13, initial contract for 3 yrs) starting July 2026 or as soon as possible thereafter. Focus on implicit & underspecified language, background knowledge and/or biases.
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juri retweeted
May 4
looks like there's gonna be around 40k neurips submissions?
the biggest exponential in ai right now is slop
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NLP relies on Linguistics & that's capital RELIES! It's RELIES, which encapsulates six major facets where linguistics contributes to NLP: Resources, Evaluation, Low-resource settings,
Interpretability, Explanation, and the Study of language. Read it at: doi.org/10.1162/coli_a_00560
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Deadline in 2 days! Last chance to register for our novel shared task at CLEF 2026 - Classifying the relations of locations and persons that are mentioned in a news text!
#nlproc #machinelearning #datascience
hipe-eval.github.io/HIPE-202…
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I see more papers that in their bibliography mention hundreds of names for a single paper often using more than 1 page. I think instead it makes sense to use this APA recommendation:
A, B, C, ... D (2019), where C is the 19-th name and D the last author.
apastyle.apa.org/blog/more-t…
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juri retweeted
Because students now use ChatGPT and other AI tools to outline essays, skim readings, and solve homework problems—to perform nearly every assigned task—the majority of the writing they encounter will be AI-generated.
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Interesting paper!
arxiv.org/abs/2604.02645
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Accepted at EACL 2026 System Demonstrations 😊:
Github: github.com/flipz357/XPLAINSI…
Paper: aclanthology.org/2026.eacl-d…
#nlproc #machinelearning #eacl2026
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