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researcher

A. Summerville

11 papers hereh-index 181.4k citations51 works total

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

author position
  • first author6
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.AI7
  • cs.CL1
  • cs.HC1
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedSuper Mario as a String: Platformer Level Generation Via LSTMs

97 citations · 228 across the 8 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2016★ 4 cited

CFGs-2-NLU: Sequence-to-Sequence Learning for Mapping Utterances to Semantics and Pragmatics

Adam James Summerville, James Ryan, Michael Mateas +1

In this paper, we present a novel approach to natural language understanding that utilizes context-free grammars (CFGs) in conjunction with sequence-to-sequence (seq2seq) deep lear…

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