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Robert Giaquinto

University of Minnesota

7 papers hereh-index 7611 citations14 works total

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

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CL1
  • cs.HC1
  • stat.ML1
affiliations
  • University of Minnesota
HomepageORCID 0000-0002-5980-5685

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMulti-lingual Evaluation of Code Generation Models

29 citations · 31 across the 5 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018

DAPPER: Scaling Dynamic Author Persona Topic Model to Billion Word Corpora

Robert Giaquinto, Arindam Banerjee

Extracting common narratives from multi-author dynamic text corpora requires complex models, such as the Dynamic Author Persona (DAP) topic model. However, such models are complex…

cs.CL2018

Topic Modeling on Health Journals with Regularized Variational Inference

Robert Giaquinto, Arindam Banerjee

Topic modeling enables exploration and compact representation of a corpus. The CaringBridge (CB) dataset is a massive collection of journals written by patients and caregivers duri…

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