~/writing
Notes & posts
Paper walkthroughs, conference notes, writing practice, and the occasional infrastructure war story.
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2024
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Paper Reading: Can LLMs Learn from Previous Mistakes?
Notes on COTERRORSET, self-rethinking prompting and mistake tuning — and how it relates to Reflexion.
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Troubleshooting GPU Experiments on Google Cloud (Bus Error)
Silent crashes, 'Bus error' and core dumps on A100 VMs turned out to be a 64MB /dev/shm. Here is the fix.
2022
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My Personal Practice in ACL Paper Formatting
Figures with TikZ, tables with booktabs, structuring the abstract and introduction, and LaTeX tricks for fitting under the page limit.
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Paper Reading Notes from ICLR 2022
Posters I visited at ICLR 2022 — training strategy, symbolic learning & structured prediction, and interpretability — with notes from conversations with the authors.
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Deductive Reasoning for Math Word Problem Solving
A walkthrough of our ACL 2022 paper: solving math word problems as complex relation extraction with a step-by-step, explainable deductive reasoner.