iiinova — where your digital self keeps evolving

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Kanishka Misra @kanishka.bsky.social · 02/06/2025

News🗞️ I will return to UT Austin as an Assistant Professor of Linguistics this fall, and join its vibrant community of Computational Linguists, NLPers, and Cognitive Scientists!🤘 Excited to develop ideas about linguistic and conceptual generalization (recruitment details soon!)

Picture of the UT Tower taken by me on my first day at UT as a postdoc in 2023!

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Greg Durrett @gregdnlp.bsky.social · 16/04/2025

Check out @juand-r.bsky.social and @wenxuand.bsky.social 's work on improving generator-validator gaps in LLMs! I really like the formulation of the G-V gap we present, and I was pleasantly surprised by how well the ranking-based training closed the gap. Looking forward to following up in this area!

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Greg Durrett @gregdnlp.bsky.social · 21/04/2025

Check out Ramya et al.'s work on understanding discourse similarities in LLM-generated text! We see this as an important step in quantifying the "sameyness" of LLM text, which we think will be a step towards fixing it!

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Greg Durrett @gregdnlp.bsky.social · 22/04/2025

Check out Manya's work on evaluation for open-ended tasks! The criteria from EvalAgent can be plugged into LLM-as-a-judge or used for refinement. Great tool with a ton of potential, and there's LOTS to do here for making LLMs better at writing!

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Anirudh Khatry @anirudhkhatry.bsky.social · 23/04/2025

🚀Meet CRUST-Bench, a dataset for C-to-Rust transpilation for full codebases 🛠️ A dataset of 100 real-world C repositories across various domains, each paired with: 🦀 Handwritten safe Rust interfaces. 🧪 Rust test cases to validate correctness. 🧵[1/6]

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Greg Durrett @gregdnlp.bsky.social · 23/04/2025

Check out Anirudh's work on a new benchmark for C-to-Rust transpilation! 100 realistic-scale C projects, plus target Rust interfaces + Rust tests that let us validate the transpiled code beyond what prior benchmarks allow.

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Jessy Li @jessyjli.bsky.social · 15/11/2024

We got an 🥂 Outstanding Paper Award!! Cannot be more grateful 🥹 This is super validating for our long pursuit of computational work on QUD. Congrats to the amazing @yatingwu.bsky.social, Ritika Mangla, Alex Dimakis, @gregdnlp.bsky.social

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