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Ioannis Konstas

Heriot-Watt University

32 papers hereh-index 264.1k citations62 works total

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

author position
  • first author1
  • middle author25
  • last author6

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CL27
  • cs.LG3
  • cs.CV2
affiliations
  • Heriot-Watt University
HomepageORCID 0000-0002-6720-4425
same name
  • Ioannis Konstas — 10 papers, h 6
  • Ioannis Konstas — 4 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedSEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

22 citations · 63 across the 22 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CV2022★ 2 cited

Going for GOAL: A Resource for Grounded Football Commentaries

Alessandro Suglia, José Lopes, Emanuele Bastianelli +6

Recent video+language datasets cover domains where the interaction is highly structured, such as instructional videos, or where the interaction is scripted, such as TV shows. Both…

cs.CL2022★ 2 cited

Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models

Zdeněk Kasner, Ioannis Konstas, Ondřej Dušek

Pretrained language models (PLMs) for data-to-text (D2T) generation can use human-readable data labels such as column headings, keys, or relation names to generalize to out-of-doma…

cs.LG2022★ 3 cited

Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering

Mavina Nikandrou, Lu Yu, Alessandro Suglia +2

Continual learning aims to train a model incrementally on a sequence of tasks without forgetting previous knowledge. Although continual learning has been widely studied in computer…

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