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Inverse Scaling Prize Ideas
We collected a list of ideas for tasks to explore that could potentially show inverse scaling! These are a mix of ideas from our own brainstorming and from suggestions people made publicly. We have included links to the original suggestions where applicable.
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Personal Research Statement for Ph.D. Programs in Machine Learning
A few people have asked to read my personal research statement for Ph.D. programs in machine learning, so I’ve released my statement. The statement follows the below outline, which I think is a generally good outline for such statements:
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Easy Paper Writing Tips
Below are a few paper writing tips that improve the clarity of research papers, while also being fairly easy to implement
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Open Philanthropy AI Fellowship Statement
A few people have asked to read my personal statement for the Open Philanthropy AI Fellowship after I was awarded the fellowship this year (2020).
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Unsupervised Question Decomposition for Questions Answering
We improve question answering (QA) by decomposing hard questions into easier sub-questions that existing QA systems can answer.
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What convinces Q&A models?
Often when we want to answer a question, we aren’t just interested in the answer, but also in why we think that answer is true. In case we’re wrong, we’re also interested in why other answers could be true.