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Jeffrey Heinz

6 papers hereh-index 272.5k citations125 works total

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

author position
  • middle author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.FL1
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedSubregular Complexity and Deep Learning

22 citations · 45 across the 5 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2023★ 8 cited

Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023)

Jordan Kodner, Sarah Payne, Jeffrey Heinz

We present a critical assessment of Piantadosi's (2023) claim that "Modern language models refute Chomsky's approach to language," focusing on four main points. First, despite the…

cs.CL2019★ 14 cited

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection

Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu +9

The SIGMORPHON 2019 shared task on cross-lingual transfer and contextual analysis in morphology examined transfer learning of inflection between 100 language pairs, as well as cont…

cs.CL2017★ 22 cited

Subregular Complexity and Deep Learning

Enes Avcu, Chihiro Shibata, Jeffrey Heinz

This paper argues that the judicial use of formal language theory and grammatical inference are invaluable tools in understanding how deep neural networks can and cannot represent…

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