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Dawn Drain

17 papers hereh-index 1916.6k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author10

Across the 13 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL5
  • cs.SE3
  • cs.IR2
  • cs.HC1
same name
  • Dawn Drain — 4 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedCodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

416 citations · 1k across the 12 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2021★ 1 cited

Distilling Transformers for Neural Cross-Domain Search

Colin B. Clement, Chen Wu, Dawn Drain +1

Pre-trained transformers have recently clinched top spots in the gamut of natural language tasks and pioneered solutions to software engineering tasks. Even information retrieval h…

cs.IR2021★ 6 cited

Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers

Dawn Drain, Changran Hu, Chen Wu +2

We approach the important challenge of code autocompletion as an open-domain task, in which a sequence-to-sequence code generator model is enhanced with the ability to attend to re…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.