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researcher

A. Severyn

31 papers hereh-index 3512k citations81 works total

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

author position
  • first author1
  • middle author17
  • last author9

Across the 27 of 31 papers where every author was matched, so the position is known.

fields
  • cs.CL25
  • cs.LG4
  • cs.IR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedLeveraging Pre-trained Checkpoints for Sequence Generation Tasks

410 citations · 964 across the 27 of their papers we have counts for

collaborators
Showing 2017 · cs.CLShow all

2 papers · 2 filters

cs.CL2017

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

Jan Deriu, Aurelien Lucchi, Valeria De Luca +5

This paper presents a novel approach for multi-lingual sentiment classification in short texts. This is a challenging task as the amount of training data in languages other than En…

cs.CL2017★ 46 cited

A Hybrid Convolutional Variational Autoencoder for Text Generation

Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth

In this paper we explore the effect of architectural choices on learning a Variational Autoencoder (VAE) for text generation. In contrast to the previously introduced VAE model for…

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