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  • March 6 2018

    • Edit distance is too slow
    • Tfidf+cosine achieves 80% perfect predictions on the replacement benchmark with 4454 tasks)!

  • March 23 2018

    • naive split is better than languageg tokenizer
    • WMD distance works well on icse15-1LineRep
    • WMD-distance combined wit hedit distance in a pseudo geometric mean works even better on icse15-1LineRep
    • Decision: move from cumulative loss to average loss (resulting in loss in [0,1] thanks to tanh)
    • Decision: when an algorithm fails to output something, we take the worst case loss, which is one