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Lukás Málik

3 papers hereh-index 210 citations3 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedExtreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

math.CO2026

Conflict-Free Coloring Planar Graphs with 4 Colors

Petr Hliněný, Lukáš Málik

We efficiently conflict-free color every planar graph with 4 colors. An (open-neighborhood) conflict-free coloring assigns colors to vertices in a way that every vertex v has a nei…

cs.CL2023

LEIA: Linguistic Embeddings for the Identification of Affect

Segun Taofeek Aroyehun, Lukas Malik, Hannah Metzler +3

The wealth of text data generated by social media has enabled new kinds of analysis of emotions with language models. These models are often trained on small and costly datasets of…

cs.LG2022★ 1 cited

Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices

Amit Chaulwar, Lukas Malik, Maciej Krajewski +4

Modern search systems use several large ranker models with transformer architectures. These models require large computational resources and are not suitable for usage on devices w…

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