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#computationalcreativity

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📚 Publication News from CIIT Lab @ IJCAI 2025 Ijcai:
Last week, the paper “The Delta of Though: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations” by Antonio Lieto, Gian Luca Pozzato and Stefano Zoia has been accepted at the prestigious International Joint Conference on Artificial Intelligence (IJCAI 2025) that will be held in Montreal next August (16-22).

📝 Title: The Delta of Though: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations

🔍 Abstract:
We propose a system called METCL (Metaphor Elaboration in Typicality-Based Compositional Logic) able to generate and identify metaphors by using the TCL reasoning framework, specialized in human-like commonsense concept combination. We show thatMETCL is able to improve both state of-the-art Large Language Models (e.g DeepSeek-R1, GPT-4o, Qwen2.5-Max) and symbolic ones in the task of metaphor identification. Additionally,
we show how the metaphors generated by METCL are generally well accepted by human subjects.
The obtained results are encouraging and pave the way to research in automatic metaphor generation and comprehension based on the assumption that metaphors interpretation can be partially regarded as a categorization problem relying on generative commonsense concept combination.

#ai #commonsensereasoning #conceptcombination, #metaphor #cogsci #computationalcreativity

Link to the paper: lnkd.in/dqVpz74E

@cognition @academicchatter

Most textbook examples use somewhat boring monochrome visuals for Cellular Automata. In a series of posts, I’m exploring how to bring these lifelike systems to life through color. Here's the first one, where I experiment with color gradients to paint evolving landscapes.

jsamwrites.medium.com/painting

Medium · Painting Landscapes: Cellular Automata Through Color GradientsBy John Samuel

OMG my paper was accepted to #AAAI !! Super excited to be participating in the "Creative AI Across Modalities" workshop with a position paper informed by my personal artistic practice 😍 What a lovely new year's present!

More info about the workshop here: creativeai-ws.github.io/

Thanks to all the organizers and reviewers who are making this workshop possible ❤️

creativeai-ws.github.ioCreative AI Across Modalities | AAAI 2023Creative AI Across Modalities Workshop at AAAI 2023

#introduction #reintroduction

i'm derek, he/him. currently in central california and have lived in new york for a bit too

originally went through #music school up through #dma (lol i'd be surprised if that hashtag actually worked and referred to doctor of musical arts) studying #percussion with aspirations of being a "new music" percussionist but didn't stick the landing in music academia. i got a #math degree somewhere along the way and had been getting heavily into #computermusic and #creativecoding sorts of things working at a media lab during the dma so when covid, hit decided to go back to (online) grad school studying computer science. things i'm really into studying cs-wise are #ai/#ml things (more leaning on the ai-side but we'll see) and "soft-cs"/"extra-cs" sorta intersectional things like #hci and #education and starting to read about #computationalcreativity and other things. not sure where my cs studies will go yet but it'd be nice be able to research ai things more. also, i'm really into #foss / #linux sorta things.

other things i'm into are anime and manga (mostly iyashikei, mecha, and ikuhara things), video games, riichi mahjong, animals (mostly cats, sea otters and puffins), stars are cool, and also vast desolate expanses.

think my website better sums up things: derekxkwan.com/