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Melisa Russak's picture
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Melisa Russak

melisa
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  • melisa-writer

AI & ML interests

I love definitions

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authored a paper 6 months ago

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper β€’ 2505.24726 β€’ Published May 30 β€’ 274
authored a paper 8 months ago

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper β€’ 2502.06329 β€’ Published Feb 10 β€’ 133
authored 3 papers about 1 year ago

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper β€’ 2408.14906 β€’ Published Aug 27, 2024 β€’ 144

OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper β€’ 2402.17553 β€’ Published Feb 27, 2024 β€’ 25

Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning

Paper β€’ 2307.03692 β€’ Published Jul 5, 2023 β€’ 26
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