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researcher

Douglas Bagnall

2 papers hereh-index 2159 citations2 works total

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

author position
  • sole author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2

identity via Semantic Scholar / OpenAlex

most citedAuthor Identification using Multi-headed Recurrent Neural Networks

44 citations · 56 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2016★ 12 cited

Authorship clustering using multi-headed recurrent neural networks

Douglas Bagnall

A recurrent neural network that has been trained to separately model the language of several documents by unknown authors is used to measure similarity between the documents. It is…

cs.CL2015★ 44 cited

Author Identification using Multi-headed Recurrent Neural Networks

Douglas Bagnall

Recurrent neural networks (RNNs) are very good at modelling the flow of text, but typically need to be trained on a far larger corpus than is available for the PAN 2015 Author Iden…

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