Pith. sign in

Paper Citation Record · LEDGER

Beyond Text Compression: Evaluating Tokenizers Across Scales

As of 7 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 0 inbound Pith citation observations for arXiv:2506.03101.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.03101 v1

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:18:14.155802Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 119 outbound references displayed

  • verified exact7
  • verified fuzzy0
  • unresolved93
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f722f28-c588-4ea1-950f-547f3c326203 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Beyond Text Compression: Evaluating Tokenizers Across Scales Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.003786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.003786Z digest=sha256:ebf5a762b8df86442d99b5291377b18b4a05a22fde092537d223a6d2c371cadc

Observation b33c2e22-7b59-485b-97a4-970b83a69d0c · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.061663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.061663Z digest=sha256:77645880bd01fd027bf99079b2ddee4f5ec5ff204d9ca6fd8e140f66f95e430f

Observation 6b84f0e6-ca3c-46d3-a69b-ef1de24f82cd · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.136662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.136662Z digest=sha256:bd23ceca738dc994fa9257a7b236094cd10de58ebb6638c96c71bc2fce2aa690

Observation b178247d-d95c-41e0-a57b-cc475475cbd5 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.209178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.209178Z digest=sha256:bfe04aa0944f3708e2bceac65963b45fdb9f71f3a3fb8ce29c4b1c549cee52db

Observation 4b57c19f-79f2-40ff-abf3-b710a1690ea0 · outbound

This paper cites The Falcon Series of Open Language Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales The Falcon Series of Open Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.279695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.279695Z digest=sha256:b182f520dcd1025be27a8f8bd9682eabd3d9c052a007937d97844ddc61e3e258

Observation d22059dd-b857-48db-89f9-3e3cc66bb6e2 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.358249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.358249Z digest=sha256:dad36dd59a8f424250642fd46bf9e8e74252525bd261ba824a4e44e2011ce48f

Observation 53c51576-d05d-4ed2-b1d8-d63319849633 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.433759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.433759Z digest=sha256:7ce98e2899c321650798614666c8865095552b5eae22841067f0f37542c5a8b9

Observation a885699d-6d29-48a5-8fc5-59fb12c13d4b · outbound

This paper cites OpenELM: An Efficient Language Model Family with Open Training and Inference Framework.

Beyond Text Compression: Evaluating Tokenizers Across Scales OpenELM: An Efficient Language Model Family with Open Training and Inference Framework

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.514145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.514145Z digest=sha256:85467354a2fa7dd3b5b683a81d94f23e9a47d0d449a43181cec0f31ffc0dd05b

Observation d70730f7-07e1-4b9b-b1ed-d81742a704a3 · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

Beyond Text Compression: Evaluating Tokenizers Across Scales A General Language Assistant as a Laboratory for Alignment

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.550641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.550641Z digest=sha256:41f335c20ffa28a74480e1d48bcca9a8a671904ea8fcedea5ca56a49cb8852f6

Observation 46960b5e-09f2-494b-8a6e-7152598fdfab · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Beyond Text Compression: Evaluating Tokenizers Across Scales Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.607712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.607712Z digest=sha256:0bf65dc6244165d4b1adbcedc6272b003692b4f09b8ae0916879eb8076612c02

Observation dde45e0d-36f7-44a4-ad88-3fa111912b88 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.679240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.679240Z digest=sha256:180d6da040fdc2b41803cf7cd2a4e904d719ddbf124bb69f396b7cc2e6ffb900

Observation ab01704a-4a6e-444e-af04-57be7b472536 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.729950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.729950Z digest=sha256:b36a5a23fc504ba30e208e6b20c0cef041e0f2fe6e779b2ff8c1ba0cd295db60

Observation aa07b61f-506e-4618-89e3-3c3826277049 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.800509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.800509Z digest=sha256:98b1ed97f2cfd80e3dd00c34bdb0b1a01456894dde5e4fea1c0bb4448ec5d7d2

Observation 448cd705-652d-45d9-b596-7f5c2e36200b · outbound

This paper cites Chinchilla Scaling: A replication attempt.

Beyond Text Compression: Evaluating Tokenizers Across Scales Chinchilla Scaling: A replication attempt

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.875330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.875330Z digest=sha256:156686670c143f1f639c9e2f5517bdcd1a11f3d2529458c5c3e0359351e29920

Observation 9c4bd12c-c541-4c4d-9a21-76d4f330225b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.936291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.936291Z digest=sha256:da2b78c25784e9ac6fea86575896cb3e4fd6c10c4dc02c1a843a45645e223c72

Observation 0149b0bf-4c0a-4bd0-9936-5e2e08580923 · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Beyond Text Compression: Evaluating Tokenizers Across Scales BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:05.968985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:05.968985Z digest=sha256:59b5f68c90cc0b6e9490a2389532ab3cb46d2e03bbaddf46401fa8909df24a10

Observation d79e9ac7-37d0-43c3-8417-38586b3c2da6 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.054844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.054844Z digest=sha256:bffb4b2a6f162a894b0e6ae5d7b0c812eba3c86fa95e9b4907f25bfcef2f0966

Observation 50a0f69a-d54b-4836-9c0c-9f54318c78dd · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.058538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.058538Z digest=sha256:178fafd0a612f31ea2c2b4fe36b79f61abd7aaa10df7fd882816e65ac4246b95

Observation 09e85320-1a8c-474f-98a4-740dbe500ff3 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.067253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.067253Z digest=sha256:2c3dbfe086a2933155972e79b51c1acccd3fb51c74ab75f25dcaadcbdfdbbc9d

Observation dea69fa7-c750-47c6-93ff-850aa9ed5ae7 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.210566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.210566Z digest=sha256:ac266a7680778e541b8157921a22df270e07e20faba07d8784087cd21a740ae6

Observation ee80d871-165b-4cd4-a525-c9c56e777a3b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.292149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.292149Z digest=sha256:629c774bdbf97e205b5700b2bf32abd0b74372c6ebb62e4a069c22f00b65a67c

Observation 0de0b97c-c426-4e07-943c-2cae86d409dc · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.346314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.346314Z digest=sha256:4f40aa6d6c9d683a665edd5cdaed1c557fd927e1160da1b9a1b0def886778ae8

Observation eb9776f5-a857-474e-ad5e-4aaac5fd26e8 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.433622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.433622Z digest=sha256:054374d169a7be05c62d610c6ecf8affd07a244510df36a54cc3f5586c8260d3

Observation bcb5c067-917d-4255-8f3f-ec76470f3756 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.589336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.589336Z digest=sha256:c6acdbdb57c30e8658f35d31ad42df7abda75fe21c4448504ab9b9688de3bd47

Observation d86143a8-bdfb-4831-97fb-d07dbb9eb522 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Beyond Text Compression: Evaluating Tokenizers Across Scales Generating Long Sequences with Sparse Transformers

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.732776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.732776Z digest=sha256:9acc71d32d0ff8785194dd445456252932507087d346c3670a5475b348b30ad9

Observation 31b97626-9971-4b1b-bffd-8f987e8ec9d2 · outbound

This paper cites A Hitchhiker's Guide to Scaling Law Estimation.

Beyond Text Compression: Evaluating Tokenizers Across Scales A Hitchhiker's Guide to Scaling Law Estimation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.831760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.831760Z digest=sha256:1b7a6bb2be5210eccdc4c2ecc611b33bb87da069cf8aa3e4a029367c9eea45ac

Observation 7769dd7f-7cb4-4d82-96b1-04622c85d705 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:06.916815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:06.916815Z digest=sha256:e34367df6b9e77f97c070980d604c998c30d71f35477642ba944b083c320b971

Observation ae2273cd-051d-4ffc-968a-f1289b1e3178 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.005116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.005116Z digest=sha256:72384a1b0aa02180080fc245f57f4ccb5571279521a422f27252af9c535f0de6

Observation cb58c326-6ced-42a6-8b67-f3632272032d · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Beyond Text Compression: Evaluating Tokenizers Across Scales Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.088585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.088585Z digest=sha256:ea20795f0aa3076a70f64b650bee03542cd3f83d0297ab6b5a97fe91a2c0ec94

Observation f6f21d32-fe7a-4c3c-953e-a1e89e3f0656 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.189595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.189595Z digest=sha256:75698fd749313516171ca95d2e2f182f21d3ae56611b9d96622791160389a018

Observation 38d5cd2f-64f2-4e65-b054-3fdbe7eab680 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.286069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.286069Z digest=sha256:255d979d3ef3bfcbdd6c617835b0d4bf765975d86cd85474edca430c0bbf3ab2

Observation 283c60c0-de6d-422a-9e2b-c6c208bc049c · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.355507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.355507Z digest=sha256:db48f0684e4d879bf8e652f7a6cd4f96195b783a92719c76ef272fbd376af76c

Observation ba6986bc-c4ec-4fe3-9bf5-bac6bd6cfae2 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 33

Resolution
verified exact
doi, observed 2026-08-07T11:18:18.458667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:07.493609Z digest=sha256:badee5cc8f57a4ce966c1dbfac2b6f0b47a62b07b6516040634b185ed1ac153f

Observation 9d1afc3f-0469-4889-90eb-125cc9da77e2 · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales The Llama 3 Herd of Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.585016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.585016Z digest=sha256:70143e2d8be7db6da69643ddb681fa418274456f4dbc2eb7d629d4b63609a822

Observation 5206d088-e72a-4e59-9318-231358ea5e69 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.666603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.666603Z digest=sha256:61b725766b2f6ca1b6363a73a2de1302402923fd3a0771f663e59d821a136e47

Observation 26d23ea1-5964-4fbd-ab4b-6c5c7a9e0c61 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.751641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.751641Z digest=sha256:acd4023e33c7b1b7519bf580fe34736628d61a4a16b08a9a8546f709fc9b7608

Observation 4cad5739-2bff-4ec8-904e-273ed7626e81 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.823668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.823668Z digest=sha256:919e6df1f0feecb5ab77ce36e9f4ab0fd11dd4732df87e1b02e8155dfbb70dcb

Observation 15685760-aede-48b8-bb82-a339cfb8a4a8 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:07.892507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:07.892507Z digest=sha256:a27095b6309930e81a3326996f3a621455cf0e45c5cea3946238d258469a273a

Observation 74911a81-cadd-4554-a25f-d92b95090825 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-07T11:18:18.252141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:07.974551Z digest=sha256:b24e52ab03900201f8e420bfeae1106b8b4ea1ee663fa3fed9cdb5f8c916ab9d

Observation da5d1d79-2ee2-44fe-bd74-f25bcff46402 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.036387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.036387Z digest=sha256:e8fff6a98fdd911b80d9630429b91ebd1a16aa39d81009957c6a35b7278e3c73

Observation c55b8ebf-fe9a-44b8-9552-f7ac219781b0 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.117686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.117686Z digest=sha256:35b99d6c776ff4761ddd2ade6d820718bfaadc2bb638e2fdc0c9dcc643a8477d

Observation 740cdedb-83ad-472f-888d-0dc4fe9cf351 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-07T11:18:17.988894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:08.247627Z digest=sha256:64c2208973acd822625f9da59b0d212c3070b4b30600f46a5ea77584737ed460

Observation e44f1d44-8dfb-4867-bbe1-483cc4b8146c · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.342932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.342932Z digest=sha256:1f61ebd65701747f328ea6adc8274ce6c67ae3854da973fec7329d0188f8be0a

Observation 63a22720-bf90-40fc-b953-dd5df9d4ee02 · outbound

This paper cites Textbooks Are All You Need.

Beyond Text Compression: Evaluating Tokenizers Across Scales Textbooks Are All You Need

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.440449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.440449Z digest=sha256:05de854e5858d0a234c53bd6b9330a958678de285de85eeecb923b415293e2df

Observation 5c9278dd-a2de-4a63-ad11-1a1676bbd6c8 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.561372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.561372Z digest=sha256:69c38437a4ba00de327be7265ecd241ab8b997741ec5524d70d46e5ec96f2d42

Observation a6914ab0-9bcb-4dd9-bbdf-8dde1acaac99 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.675351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.675351Z digest=sha256:a4e5b21da9d03c85dff2f958915d7982fc1f538cd848800c5d1bde6bc192fb4e

Observation 52c2e28f-c152-4e4a-9c41-6b3bf3b4912f · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.791173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.791173Z digest=sha256:fea7dcd2d3fecf778d69f55257b83cb0e1743cbfbf8ec1a332b97501d727f176

Observation 24caf797-10b0-4587-9305-4a66b7c9515c · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.882270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.882270Z digest=sha256:812d89f510570456cccbd3428cfe4c29d012d09ba41aef21770c254b7a981803

Observation 565c93fb-a92d-438a-9a1d-c3905e22582e · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:08.980622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:08.980622Z digest=sha256:7a792e1a9d40143e93b4bd2dafd63fd3752dcb4748245bab1e219c7e8cf2eb87

Observation e25dc7b8-e07c-4fbf-87f7-50d5a27dbb91 · outbound

This paper cites Mistral 7B.

Beyond Text Compression: Evaluating Tokenizers Across Scales Mistral 7B

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.106642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.106642Z digest=sha256:ca8fa56dbe97c28985ba4af41cb220444aaf3f50fdec6f0bc78e22fcbd7a945a

Observation 8f0de661-2f62-465a-982a-d27d765933e6 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.225849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.225849Z digest=sha256:736c479e5a01c84b378a525a95238774889acdebb9db668a7a311b61dac133ac

Observation 319d5dd3-d24c-4af6-8023-647eb87e158d · outbound

This paper cites Scaling Laws for Neural Language Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales Scaling Laws for Neural Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.372380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.372380Z digest=sha256:668fe8f752f30ee5af274e58069dbacdddcf6408a5bd9d15a864c7d205d8617f

Observation 8b502fea-09fe-4b0c-ae30-f4ebc6a4dcbf · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.484927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.484927Z digest=sha256:7d86571e9be64e863f6aeba77859c79d8e6f9afa7a6dc02351958378f1dcaa0f

Observation 00090f23-7f6b-4275-bc0e-af616f420ff9 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.591834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.591834Z digest=sha256:b6f3942941f8734a33c5de00b01dadd0ead095407d92597a68d601b95e99bf82

Observation 3cf2ae28-bdf9-4405-b793-a4c57564b18a · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.689848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.689848Z digest=sha256:abdf2f884914e87f229bd0415962bdfc32c409836633108a83b5d4abf2959300

Observation 7fe6aad3-7e27-4d94-871d-0a2900370592 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.787713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.787713Z digest=sha256:9e32a9f2f8b7cfc037742d23223e15d7cb90a021dd76dedb9e858c19c48a3f15

Observation ab06eed3-e6c9-43e3-9696-2e31176b49f5 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:09.895410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:09.895410Z digest=sha256:8b7c99ac28e97424b6b2d30e29a5165a2e28715a7a8d8e516656e99b1f338379

Observation a6943edd-5246-483c-a5f0-183314b689c6 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 58

Resolution
verified exact
doi, observed 2026-08-07T11:18:17.734264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:09.987544Z digest=sha256:d80c9649fb1ce98f9521a9edb9f14bf52fec9a7cd932749d43d407859c558107

Observation e8cd2a43-6669-4255-ac03-3b6dc1feda00 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.068738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.068738Z digest=sha256:f0cadd5ec6a18f469701b253437cfbd0f48fb66b5b14355ed2fe6a4fec05afb5

Observation 8d2abf67-cb9e-4412-8cee-d854bf49b495 · outbound

This paper cites Textbooks Are All You Need II: phi-1.5 technical report.

Beyond Text Compression: Evaluating Tokenizers Across Scales Textbooks Are All You Need II: phi-1.5 technical report

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.145613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.145613Z digest=sha256:837c0f5ea4f2de77de3c4dd1ec4d23633896d05a941c61c43ff8f0d76e765c93

Observation e230d674-e1cc-4504-84f8-5f03ea259358 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.256134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.256134Z digest=sha256:2a3cfa9d363342829c2bb484cf39d62f6c0cf2be69949597231c93dfcb67bd18

Observation 4a290e74-e832-4dc5-b9bb-bc142b51dc30 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Beyond Text Compression: Evaluating Tokenizers Across Scales RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.369296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.369296Z digest=sha256:6713a62696283ea9da194b5674078b5f1949d34a25253d0f7973e785cc47c374

Observation 6ecbbf51-9fd6-48d2-abd0-8e4c18719ba1 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.479679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.479679Z digest=sha256:a9059380ea1990cb1d7fc506e7054dd49ff43da87d665e226c5230934f065caf

Observation 31ce1af2-af14-454f-8f8f-83a10cf34168 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.561782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.561782Z digest=sha256:b3bdc539ce217ad682019414fe35f47243ef4af771d47beccbea67b5a313fd63

Observation bebf1104-eb83-4e40-9812-f0a6f533e587 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.668349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.668349Z digest=sha256:e33da23a9ddc6d6fd3cd196b0e882b6ec7f406750979dd3e1f7277f19401de20

Observation 5238fcf6-3d49-42d7-95d7-957763d3bf49 · outbound

This paper cites Quantifying Variance in Evaluation Benchmarks.

Beyond Text Compression: Evaluating Tokenizers Across Scales Quantifying Variance in Evaluation Benchmarks

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.760594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.760594Z digest=sha256:8cc5c6d4630262f0cafe0c9e31fc82d55e14dc31860a35c5b408e50735ac3c00

Observation 540dc138-6d8f-400e-b5f5-07af25a2348c · outbound

This paper cites EuroLLM: Multilingual Language Models for Europe.

Beyond Text Compression: Evaluating Tokenizers Across Scales EuroLLM: Multilingual Language Models for Europe

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.846695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.846695Z digest=sha256:0787630af52c96b5a15dc4cbc70cf45cc573a35277baee8b5ebc99d9d537b297

Observation bfa69431-9363-4bd4-b25d-0489ac2f9b6f · outbound

This paper cites OpenELM: An Efficient Language Model Family with Open Training and Inference Framework.

Beyond Text Compression: Evaluating Tokenizers Across Scales OpenELM: An Efficient Language Model Family with Open Training and Inference Framework

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:10.936438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:10.936438Z digest=sha256:3b1bdd4c8ca4a5fc2b7b0ffbb8c9de27d6446d064563c2533d52a4a7504414d1

Observation 1f1860a8-eae6-4cc5-b178-70030171147b · outbound

This paper cites Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

Beyond Text Compression: Evaluating Tokenizers Across Scales Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.036474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.036474Z digest=sha256:2ccb3a9a369a6d5d03636c99d1dae3ad852af4b2bea87ed2dccfe0f830fcafd0

Observation 73f5ce08-3ac2-48b4-beaa-405c1d880c4f · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 70

Resolution
verified exact
doi, observed 2026-08-07T11:18:17.499233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:11.112991Z digest=sha256:b59bd1cabe1a0639f15f7987c4a24bdb9a5964cddfd1266733868dd4ec64b9ad

Observation 359e57fe-4196-460a-adcc-612268ad0af8 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.209487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.209487Z digest=sha256:63a58bd5659e417c6ba129db0ea83117d1c63e17f0b8922a3743affdcb37bc30

Observation fc4f68f0-f8a2-42ea-bd7d-817258cdd395 · outbound

This paper cites Cohen, and Mirella Lapata.

Beyond Text Compression: Evaluating Tokenizers Across Scales Cohen, and Mirella Lapata

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.280660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.280660Z digest=sha256:41642df2a7f8c8fcf5f820865a3107ff1023018fe89de93e846e9ab50e4f0f53

Observation 21b50d60-b4ff-4870-9cb1-45d6fbacc392 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.367081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.367081Z digest=sha256:0f41f2fa260c63bbf9b870d21765b06a3227ce1b366ca9ebb401e1d6b1894060

Observation 6cf5af2f-124d-4960-abf0-5f5c303fc6b5 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.463249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.463249Z digest=sha256:e8ed613bb9983872208db8c7a0d87d93a9e0feb4c621d9015b42cd25f92062dc

Observation 3d0884be-3e9b-49a5-89ea-c6b1bc45d5d2 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.661232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.661232Z digest=sha256:7f5f47cd99368a64a83361fd3e6a81fd09e327d17df438c88d6f0e8666b626c1

Observation b6d973b2-7966-418d-bc12-7115fd51a42d · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.805599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.805599Z digest=sha256:43e744ba94f9d063f98137fe94fa1dd9678a5330dd59863be7563997545160a7

Observation 0ae96064-5f7d-4959-8f02-bc3fd4eabfed · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:11.932518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:11.932518Z digest=sha256:bb85061ec5db63557e8d91e08321d4d0e0a8bdface407cf7eb4b7028a89339b8

Observation 26fa3877-586e-4652-8c59-1cb7928bc5e4 · outbound

This paper cites Piantadosi.

Beyond Text Compression: Evaluating Tokenizers Across Scales Piantadosi

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.033622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.033622Z digest=sha256:9dbdd0deb3e16ae080a72d29291e5c305cb5cc252faeeb02e787e45060df0f8e

Observation 9d2c61dd-a140-432e-879d-f32c93683d5b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.183114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.183114Z digest=sha256:e1fd454aa9451bf6ca923ab1060aba0b657a6f58ce993eae0c8644f1385033eb

Observation 3ebb3c47-936a-42ee-bb09-488a0d7d3e0b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.258769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.258769Z digest=sha256:3febb49f477cc65edb8f5e9c04b7421310cc3d032320d9e2581ac1b5f5f772e0

Observation 937aa1cb-69c9-4a93-95f9-15293de41560 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.413526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.413526Z digest=sha256:fe0c769c503c2b763278c9dbd917d54945b4c475c63f143545c0efb5a1dc81c5

Observation d9b3bb16-4262-4e2b-b92a-9aba614bce3b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.561226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.561226Z digest=sha256:6f9517e9e959721336524dd901d56912ed2fbe6ce31cc80736cd56925c20534f

Observation ae30daef-99fc-4d8d-a055-e266d800569c · outbound

This paper cites Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, and Desmond Elliott.

Beyond Text Compression: Evaluating Tokenizers Across Scales Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, and Desmond Elliott

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.632455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.632455Z digest=sha256:874549e83ef6720d803e2b59be70f5d8d4d21b5d97e12ea6cf1cf330b21bc3c5

Observation a365935b-c168-4afa-8a0a-48007419994e · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.695399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.695399Z digest=sha256:010d1baf0b4a4cc53d8f62d16bacaa2192a27158af63fb7826be7e49cc740aae

Observation 9627f0f7-968b-455b-a339-0e5c5a63250b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.764203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.764203Z digest=sha256:cb348f13584a9375f38865515db1f322c814a1ac32b48201523fd29bce7d17f9

Observation 2b06034d-63d7-4b84-a4c5-23f6180324ee · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.845798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.845798Z digest=sha256:517f6a6f08820eb737f27c1abdee53f94c40297ce7b2b0abbe518c16af9e5ec5

Observation 52deed35-d3df-4ac0-b813-0ed484c08f11 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.896255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.896255Z digest=sha256:2a7b7a071ba947e2423053eb1803a1e52dbecc1c0521691ed6b32344ee0f2a8d

Observation b4346a01-bb6f-4b4a-8594-f175d1180668 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:12.947600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:12.947600Z digest=sha256:ccbf12dac4a43ca492f8fe39f16e7c8a5e4659fe9c9e24063a52a4b29bcce872

Observation c3b2e0b9-5bb3-4061-bf0f-e5084cc5207b · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.032957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.032957Z digest=sha256:54f44ad6eb2ec8a0f18eee4f5e7dccf2e697c5eec81cb1ce1423a098aaad79ce

Observation 157e39f0-044c-4f50-8206-b17679b21e52 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.126730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.126730Z digest=sha256:e5d87f5b310eafe5b44edd5fc721bdfcd05d36041436693f99e5ae49d11b8ff9

Observation ff192319-338f-4b77-b107-51e05a8d64ba · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.229601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.229601Z digest=sha256:188b2560150c4edc353beac2514f91047a56f7bab4e944c2d9e0a06227f6e04d

Observation 6288b364-35b9-47af-a6bd-1f54380af221 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

Beyond Text Compression: Evaluating Tokenizers Across Scales Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.316578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.316578Z digest=sha256:99e721f0d448e247a47c9995b496680fea4100952328425cf9f9424772ac9662

Observation 66597624-627e-4980-bbd1-62be5e071e4c · outbound

This paper cites Training and Evaluation of a Multilingual Tokenizer for GPT-SW3.

Beyond Text Compression: Evaluating Tokenizers Across Scales Training and Evaluation of a Multilingual Tokenizer for GPT-SW3

Reference 93

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:18:17.225577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:13.420166Z digest=sha256:c4a826b94fcd94e1f2a914bed3a9f241467a0c39a936d818e6c53e996609f971

Observation cff0d630-19eb-4d4c-a31f-49bc8c2a0299 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 94

Resolution
verified exact
doi, observed 2026-08-07T11:18:16.997488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:18:13.506836Z digest=sha256:32bf9c917fca32408803104d7f484c403459842226620be9021eef0ccecf855a

Observation a9a9e660-378f-46fd-9522-9896d2781b27 · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.575370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.575370Z digest=sha256:05b42494f38696c33754da6f68688092f8b7a2b1f8484f8883f4a42cd4cb41aa

Observation 6184a1d1-ae4a-47ff-ae75-e7bbb2156631 · outbound

This paper cites Spike No More: Stabilizing the Pre-training of Large Language Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales Spike No More: Stabilizing the Pre-training of Large Language Models

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.667569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.667569Z digest=sha256:2dab069c5df44f569c347e53cb10ebf66e9cc2247816c1b13d229f10ad904b35

Observation 30f482d7-3ba4-4b5f-8646-0b21723ac92a · outbound

This paper cites an unresolved cited work.

Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.751835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.751835Z digest=sha256:3d9b652e5b1ffe132ce0e50525ec3bbcbf3b1e25e513345487a1c7098ed5b0eb

Observation 06a37afa-c99d-4ce0-9d38-5c48ecc72ae6 · outbound

This paper cites Tran, Xavier Garcia, Jason Wei, Xuezhi Wang, Hyung Won Chung, Dara Bahri, Tal Schuster, Steven Zheng, Denny Zhou, Neil Houlsby, and Donald Metzler.

Beyond Text Compression: Evaluating Tokenizers Across Scales Tran, Xavier Garcia, Jason Wei, Xuezhi Wang, Hyung Won Chung, Dara Bahri, Tal Schuster, Steven Zheng, Denny Zhou, Neil Houlsby, and Donald Metzler

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.817233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.817233Z digest=sha256:59ab4fd955c8af9edacbe6cf60e7ebc414c792ad8f440308e54857bf8be1b200

Observation 18775b14-1548-48d7-b1c9-fbff31dac10b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales LLaMA: Open and Efficient Foundation Language Models

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:13.951819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:13.951819Z digest=sha256:8d961f460deedc6430631020c12854079e417cc3c8332f7fa63870e0f23cf6c7

Observation 4a2ceeba-c8bd-4043-8243-a873666a5673 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Beyond Text Compression: Evaluating Tokenizers Across Scales Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:14.155802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:18:14.155802Z digest=sha256:1ea72848d01da05876256d73c5699338d5ca1daef47d0b0c2c9285ea25aab3d3

Pith citing papers

No inbound Pith citation observations are available.