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Robert Rodger

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DeepCS: a Code Search Tool Powered by Deep LearningBerlin Buzzwords 20192019-06-16
DeepCS builds a joint embedding that maps English queries and Java methods into the same vector space using a CODE-NN architecture, API‑call and name token…
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Learned Indexes: a New Idea for Efficient Data Access #bbuzzBerlin Buzzwords 20182018-06-11
Proposes replacing B‑trees with trained models and shows concrete designs: a neural-network index trained on 200 million logs performs poorly in TensorFlow…
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SAMENVATTR, or, How to Make a Text Summarization Tool for your Language of ChoicePyData Amsterdam 20182018-05-25
Extractive summarization uses text rank by building a sentence graph, weighting edges with BM25/TF‑IDF after stop‑word removal and stemming, and solving a…
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