How Does a Transformer Learn Compression? An Attention Study on Huffman and LZ4

Beomseok Seo, Albert No

Open source

DOI: 10.1109/access.2023.3341512
Published: 2023
Container: IEEE Access
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1109/access.2023.3341512,
  title = {How Does a Transformer Learn Compression? An Attention Study on Huffman and LZ4},
  author = {Beomseok Seo and Albert No},
  year = {2023},
  journal = {IEEE Access},
  doi = {10.1109/access.2023.3341512},
  url = {https://doi.org/10.1109/access.2023.3341512}
}

RIS

TY  - JOUR
TI  - How Does a Transformer Learn Compression? An Attention Study on Huffman and LZ4
AU  - Beomseok Seo
AU  - Albert No
PY  - 2023
JO  - IEEE Access
DO  - 10.1109/access.2023.3341512
UR  - https://doi.org/10.1109/access.2023.3341512
ER  -

APA

Seo, B., & No, A. (2023). How Does a Transformer Learn Compression? An Attention Study on Huffman and LZ4. IEEE Access. https://doi.org/10.1109/access.2023.3341512

Source records

crossref · retrieved 2026-09-25T09:10:30.343Z