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Yekyung Kim

@yekyung.bsky.social
42 followers 108 following 8 posts

PhD student @ UMass NLP

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Yekyung Kim @yekyung.bsky.social · 05/03/2025
Is the needle-in-a-haystack test still meaningful given the giant green heatmaps in modern LLM papers? We create ONERULER 💍, a multilingual long-context benchmark that allows for nonexistent needles. Turns out NIAH isn't so easy after all! Our analysis across 26 languages 🧵👇
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Reposted by Yekyung Kim
Abhilasha Ravichander @lasha.bsky.social · 11/11/2024
✨I am on the faculty job market in the 2024-2025 cycle!✨ My research centers on advancing Responsible AI, specifically enhancing factuality, robustness, and transparency in AI systems. If you have relevant positions, let me know! lasharavichander.github.io Please share/RT!
lasharavichander.github.io
Abhilasha Ravichander - Home
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Reposted by Yekyung Kim
Chau Minh Pham @chautmpham.bsky.social · 11/11/2024
Long-form text generation with multiple stylistic and semantic constraints remains largely unexplored. We present Suri 🦙: a dataset of 20K long-form texts & LLM-generated, backtranslated instructions with complex constraints. 📎 arxiv.org/abs/2406.19371
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Reposted by Yekyung Kim
Marzena Karpinska @markar.bsky.social · 11/11/2024
I really wanted to run NEW #nocha benchmark claims on #o1 but it won't behave 😠 - 6k reasoning tokens is often not enough to get an ans and more means being able to process only short books - OpenAI adds sth to the prompt: ~8k extra tokens-> less room for book+reason+generation!
Image showing prompt token count as per the tokenizer (tiktoken) which is 117,609 tokens, and as per what openai API claims it to be, which is 125,385 tokens. There is about 7000 extra tokens added coming from who knows where.
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Reposted by Yekyung Kim
Yapei Chang @yapeichang.bsky.social · 10/11/2024
🌊Heading to #EMNLP2024 tmr, presenting PostMark on Tue. morning! 🔗 arxiv.org/abs/2406.14517 Aside from this, I'd love to chat about: • long-context training • realistic & hard eval • synthetic data • tbh any cool projects people are working on Also, I'm on the lookout for a summer 2025 internship!
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