Amey Hengle

How do multilingual LLMs process bilingual words?
Do they approach it like humans?

Our paper explores LLM's processing of cognates, non-cognates, and interlingual homographs, uncovering LLMs' strengths & limits in bilingual processing! w/
Tanmoy Chakraborty
and Gayatri Oke.

1/🧵

20.01.2025 13:18 — 👍 6    🔁 3    💬 1    📌 0

An screenshot of UnicodeIt website

Write math on 🦋 with UnicodeIt!
For example: θ ∈ ℝⁿ or pp̅ → μ⁺μ⁻
Use website or install system-wide in Linux, macOS, or windows
www.unicodeit.net

(Created several years ago with @svenkreiss.bsky.social)

23.11.2024 21:34 — 👍 288    🔁 62    💬 20    📌 9

📢 NAACL reviews have been released!

🆕 feature alert: ARR now has review issue flagging! Thanks @jkkummerfeld.bsky.social & OR team for help with implementation, and other EiCs for supporting the idea! It'll be live after author response. More details here: aclrollingreview.org/authors#step...
/1

22.11.2024 18:58 — 👍 37    🔁 9    💬 4    📌 1

How do LLMs learn to reason from data? Are they ~retrieving the answers from parametric knowledge🦜? In our new preprint, we look at the pretraining data and find evidence against this:

Procedural knowledge in pretraining drives LLM reasoning ⚙️🔢

🧵⬇️

20.11.2024 16:31 — 👍 858    🔁 140    💬 36    📌 24

Ok, I am so excited about this!

I built a new algorithmic ranked feed based off my starter pack, and did it on skyfeed.app

I'm probably going to tweak mine a bit, if you wanted a ranked feed of the best post from a selected list of followers, here is how you can do it. 1/8🧵

🧪 🩺🖥️ 🛟 #AcademicSky

20.11.2024 16:24 — 👍 122    🔁 30    💬 31    📌 19

🙋‍♂️

21.11.2024 21:55 — 👍 1    🔁 0    💬 0    📌 0

Nice initiative! 💯
Can you add as well!? Would love to interact with the CSS community!

18.11.2024 17:16 — 👍 1    🔁 0    💬 0    📌 0

Great initiative! 💯
Can you add me as well?

18.11.2024 17:08 — 👍 0    🔁 0    💬 2    📌 0

Great initiative! 💯
@mginn.bsky.social Can you please add me too?!

18.11.2024 05:22 — 👍 1    🔁 0    💬 0    📌 0