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Paper Citation Record · LEDGER

Beyond Text Compression: Evaluating Tokenizers Across Scales

As of 17 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 2026-08-16T06:30:59.297886+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

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source=arxiv_source observed=2026-08-07T11:18:05.003786Z digest=sha256:bbae024c136e59bd1d03d70063b888691ed0584549531c73227fe5f1c403b1ae

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

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source=arxiv_source observed=2026-08-07T11:18:05.061663Z digest=sha256:24ae7cb276e6c07091a5a570674c90f86b2f1fd429b7436aeda48cc9f9fcdb8f

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

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source=arxiv_source observed=2026-08-07T11:18:05.136662Z digest=sha256:baff01ae4d9aa4052e10a4475b63bbd6c39afa7c5cf063a768505c0fe6322774

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

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source=arxiv_source observed=2026-08-07T11:18:05.209178Z digest=sha256:e4f41090468a04a053fde828e205cd9229ab0f08d1e70ddb9ee82124e17ab3a0

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

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source=arxiv_source observed=2026-08-07T11:18:05.279695Z digest=sha256:d01fbef97eb4509a064bb8bc21eebe5129d43a5d416d8217f07db01122cb0a2b

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

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source=arxiv_source observed=2026-08-07T11:18:05.358249Z digest=sha256:399a91aea803a6193008eea485047947cdc3b99d5e4838c974d54063de0181d2

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

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source=arxiv_source observed=2026-08-07T11:18:05.433759Z digest=sha256:e84a617bceb34f664cc53e24bd2474e8d190d42855633b5ba7e69761cdee965d

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

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source=arxiv_source observed=2026-08-07T11:18:05.514145Z digest=sha256:e2002e999609e8b9226406da5079bd63015697253bd76e15260c2765685c0249

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

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source=arxiv_source observed=2026-08-07T11:18:05.550641Z digest=sha256:03838df7fb53962edf06f90cbad36695829def7444bc0ceadabbbb4f5f75d391

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

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source=arxiv_source observed=2026-08-07T11:18:05.607712Z digest=sha256:cf2b1c0cdab1e1b52d6855f923ff5b97bd0cec2902a4575abc81915722142314

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

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source=arxiv_source observed=2026-08-07T11:18:05.679240Z digest=sha256:7532a37004cda0090fa2bb048e221cab3c4f9b5cd20d6de0e379dbebe11b68ea

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

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source=arxiv_source observed=2026-08-07T11:18:05.729950Z digest=sha256:f3bec4c5b8796b52df2bef163230a373edbafe49d26dd647b246acaf6f3d7257

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

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source=arxiv_source observed=2026-08-07T11:18:05.800509Z digest=sha256:0d59dcb247858b0736ff578918768ada910f31b00e9b6d6741d226d4a92eb9e1

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

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source=arxiv_source observed=2026-08-07T11:18:05.875330Z digest=sha256:bbb429221caf84af6726069cb3cb850fc8e04f6d0d53abcd305fb646db6c120c

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

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source=arxiv_source observed=2026-08-07T11:18:05.936291Z digest=sha256:d7fbb82cd42868b5c67023d129570f5fd1798220598b66d34a201c3979692141

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

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source=arxiv_source observed=2026-08-07T11:18:05.968985Z digest=sha256:0e8b0d244cd8c924ac62db09bec44299158cccbb5c1e04a796c8837f8dba85fd

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

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source=arxiv_source observed=2026-08-07T11:18:06.054844Z digest=sha256:42bea7689a67204cb83974a9fe6ff440edce6e562d8bc489dc2468c51d85316b

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

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source=arxiv_source observed=2026-08-07T11:18:06.058538Z digest=sha256:e6d57a74059edfbfcae7a8b3f2d9ebf222d8ec0567173a59cdc3f08fb401f5c6

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

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source=arxiv_source observed=2026-08-07T11:18:06.067253Z digest=sha256:27263b18c317ae0f5abe6d5595674174109b8db04335d22b40021add94b9f329

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

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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

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source=arxiv_source observed=2026-08-07T11:18:06.292149Z digest=sha256:c77b734c9d4bb0b31c9719730c0b684a7a1eb4af7089f443b270fa292bcf8f0f

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

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source=arxiv_source observed=2026-08-07T11:18:06.346314Z digest=sha256:3582b49d4371550c8a879f0e44eaa86f9fece5acd7eceed2ba0b8c03a6bb7124

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

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source=arxiv_source observed=2026-08-07T11:18:06.433622Z digest=sha256:179fa0a9ab26ade0c94ed0572c31e62b8a2aece43767f4be9311e5d0eb20a767

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

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source=arxiv_source observed=2026-08-07T11:18:06.589336Z digest=sha256:6d5fe68cb81af7dd550b53f885b3d3555667c5edecc7289c43c1c59af6728073

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

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source=arxiv_source observed=2026-08-07T11:18:06.732776Z digest=sha256:3396172edabf4622d0f87a0df5a255c923edb2bd88e68a4eb24d56c90548f2ef

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

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source=arxiv_source observed=2026-08-07T11:18:06.831760Z digest=sha256:844530e9bebc64af9c5702d9d200e26cdd36c01fb07f9fcec8ba9af726dbd359

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

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source=arxiv_source observed=2026-08-07T11:18:06.916815Z digest=sha256:ab794b0e602a810b44a8238111d167dc34def59f2075715cec199f0c4159fe9b

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

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source=arxiv_source observed=2026-08-07T11:18:07.005116Z digest=sha256:08cd570d9a6d0482c89cf91b8ecff71a6bfdeeae6124a4610d0d06de93a423b0

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

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source=arxiv_source observed=2026-08-07T11:18:07.088585Z digest=sha256:a3ff00b0c30ee84c62ca5ddff2724e6800a3f5ed31be6ed273d3d5d66d6cd4b4

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

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source=arxiv_source observed=2026-08-07T11:18:07.189595Z digest=sha256:c5a58317666268cae5b979119a1592c615738f6b1218c3e1bec17d5a2701c5d7

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

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source=arxiv_source observed=2026-08-07T11:18:07.286069Z digest=sha256:b8cb41a1bab0e05defcbc4e414f3e6ab8919d6841f3c3da5cea6851eb8ed1871

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

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source=arxiv_source observed=2026-08-07T11:18:07.355507Z digest=sha256:a78ce30e5a2640c1b04d4ddba64a6b72c572049e247f2e928a1b931a2f4751e4

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

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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

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source=arxiv_source observed=2026-08-07T11:18:07.585016Z digest=sha256:49b8dbba094787dc4a5763909c22ece7d4eaf569b142543217212a8c98fee1ea

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

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Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

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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

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source=arxiv_source observed=2026-08-07T11:18:07.751641Z digest=sha256:53f709d2a4afa016c2f4872584787cc3b02633f7e329a2b1e73606900ddf65ca

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

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Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 37

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source=arxiv_source observed=2026-08-07T11:18:07.823668Z digest=sha256:252f52408d79c899c707c6a3e35abdafb424a57ce8c87e165d68b6c5d50e0ec1

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

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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

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:18:07.974551Z digest=sha256:8d8b7fefbeb9e0fc6c3d6e85da3d0473fe68f406b5ed342b5b92e1d815d8ea94

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

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Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-08-07T11:18:08.036387Z digest=sha256:2a28e3c2c64752071fd091bbd9a7ecc2ff436ddab45cf4c697a275931d122bf7

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

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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

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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

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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

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source=arxiv_source observed=2026-08-07T11:18:08.440449Z digest=sha256:e554f54d66111d821569680f226c72537b9c2da9819973bf705f53ae97b600bb

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

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source=arxiv_source observed=2026-08-07T11:18:08.561372Z digest=sha256:e8b52b817e699d83133ebf4ce2adb5eb0d16a423574698876af5e4200d05f81b

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

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source=arxiv_source observed=2026-08-07T11:18:08.675351Z digest=sha256:a0a9efd19e8496c291f3b54790e430d44b05920ecf86c7ce6aceff852c232f8e

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

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source=arxiv_source observed=2026-08-07T11:18:08.791173Z digest=sha256:956c70ef3ee26f300cf7d56ecccc0bc736d48d3336b28541d4ef2ecd31fcde42

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

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Beyond Text Compression: Evaluating Tokenizers Across Scales Unresolved cited work

Reference 48

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source=arxiv_source observed=2026-08-07T11:18:08.882270Z digest=sha256:5324bd71e3d3653f7e3d4f8cd3c6de701c980fa8f4eee06cb63f213926092d4a

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

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source=arxiv_source observed=2026-08-07T11:18:08.980622Z digest=sha256:0f429e4f3dc4c323ec5ffe02bffc7edcd370dd3248e13f71b6acaa2cf8e88a8a

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

This paper cites Mistral 7B.

Beyond Text Compression: Evaluating Tokenizers Across Scales Mistral 7B

Reference 50

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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

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source=arxiv_source observed=2026-08-07T11:18:09.225849Z digest=sha256:f8c17e0c483b94555c4be51febe4cc2c24931dc90d2934558778783b07091ce9

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

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source=arxiv_source observed=2026-08-07T11:18:09.372380Z digest=sha256:05e34290273be60e8a1d88eb0d96542502734ddc35a5a61bc3c791a5b1dae5ec

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

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source=arxiv_source observed=2026-08-07T11:18:09.484927Z digest=sha256:74087492a390b590a72151082437582027dab9a37beb3b4f0abb6aba84f14002

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

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source=arxiv_source observed=2026-08-07T11:18:09.591834Z digest=sha256:7d389ee932affd3769e88cb14ef82535e55d7546e9df0b2ce9b57a84e074984b

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

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source=arxiv_source observed=2026-08-07T11:18:09.689848Z digest=sha256:9461a01415d1a402571fc949cdfc8de5246265f482b4f9857b970869e2008eec

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

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source=arxiv_source observed=2026-08-07T11:18:09.787713Z digest=sha256:1abf59e570260fbd70352e3a2cd9a3b8f96e5fa0ff7852e11ef4e6322e9ee18c

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

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source=arxiv_source observed=2026-08-07T11:18:09.895410Z digest=sha256:98cd540577af79dc1a21778253a62cd0a7bbf68eb4c6b2def623750ca4c84667

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

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source=arxiv_source observed=2026-08-07T11:18:09.987544Z digest=sha256:fdbe0352a47b2aab3c7b07be9f87f3f6bc5f6ca0d73a5fb83a05d709f6f8e2d3

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

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source=arxiv_source observed=2026-08-07T11:18:10.068738Z digest=sha256:d3f35431b34b5dc963c0059381cef0cabed2af0cb23dad2dde6579a5a3a76b04

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

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source=arxiv_source observed=2026-08-07T11:18:10.145613Z digest=sha256:0ce793730ee1babb4beefb116ab538c447bcbd028e1260b0cd5d40d01e16e14c

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

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source=arxiv_source observed=2026-08-07T11:18:10.256134Z digest=sha256:480e1d98097b0fd08475d208158680680b6e8d1561b1258d447b76d334c16057

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

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source=arxiv_source observed=2026-08-07T11:18:10.369296Z digest=sha256:cc29b09057c4d15b4941014ccfab7716923a4ea1464c558990765e2388d9e1ec

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

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source=arxiv_source observed=2026-08-07T11:18:10.479679Z digest=sha256:be3e2d41952a64fdc486de3ffd6e2afa742131f5575948120aaadbba08daaa93

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

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source=arxiv_source observed=2026-08-07T11:18:10.561782Z digest=sha256:d5652886e115374fb3aa72e7f538fec9e726deb7aaecbc681e4b063862879d68

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

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source=arxiv_source observed=2026-08-07T11:18:10.668349Z digest=sha256:493526f150fc25fbb9d4865a10348d8166fbbfbf62a75f3d834ffe63fbab546f

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

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source=arxiv_source observed=2026-08-07T11:18:10.760594Z digest=sha256:b7dfa2cee19d2c6055af779545e3fd5c0525f1eda56a46a02f5a59769950994a

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

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source=arxiv_source observed=2026-08-07T11:18:10.846695Z digest=sha256:d587c9b83eedb4725a681278d4e9af218ae367c03b205461ba6f71671e8509fc

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

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source=arxiv_source observed=2026-08-07T11:18:10.936438Z digest=sha256:d3ae195db312a616770fea8f65c08075ca95da990a5bfc9b0aa11277090dcd13

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

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source=arxiv_source observed=2026-08-07T11:18:11.036474Z digest=sha256:a506c2cff08a420f52fd0238a355b91ac904822151fdba926fa84dd55b59b80d

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

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source=arxiv_source observed=2026-08-07T11:18:11.112991Z digest=sha256:652b9eb352858055f336d9b410995711e984c6e5ff63cdba34ed364d20e8db8d

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

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source=arxiv_source observed=2026-08-07T11:18:11.209487Z digest=sha256:97899acc387958dc282489b4d52b33df7443d4771c7157ee96aa8cd5e283ac21

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

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source=arxiv_source observed=2026-08-07T11:18:11.280660Z digest=sha256:9c4a73ed22759bd4b1fda787e36eebec688f496bf2a1ca9fb3ef3a0203d2caf7

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

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source=arxiv_source observed=2026-08-07T11:18:11.367081Z digest=sha256:2a84cfd462503c74ce1b96967dc6a487990a4f15b8d6630e2a96f64d870a3bdc

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

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source=arxiv_source observed=2026-08-07T11:18:11.463249Z digest=sha256:be6de861138325488c6a0926c6c3b5206de9618ca627a89f22b8670b82fefb8d

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

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source=arxiv_source observed=2026-08-07T11:18:11.661232Z digest=sha256:f19436360281b0e14c1fac80f62a710bb87adec59fcac92c8269536777ffaa48

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

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source=arxiv_source observed=2026-08-07T11:18:11.805599Z digest=sha256:800ddba752b16ccd5fdf54c41087d41fe892e066ac3098e82c3773d3e2322c6a

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

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source=arxiv_source observed=2026-08-07T11:18:11.932518Z digest=sha256:9b1f0c3fd144c32c0f7f665160045252e16fdb41b7fc20e5a0ae4db52810e0a8

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

This paper cites Piantadosi.

Beyond Text Compression: Evaluating Tokenizers Across Scales Piantadosi

Reference 78

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source=arxiv_source observed=2026-08-07T11:18:12.033622Z digest=sha256:8056871907b6a630792a85854dbaa5bfaca4031c652fe8795013d051c3c62e29

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

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source=arxiv_source observed=2026-08-07T11:18:12.183114Z digest=sha256:d49c21ce8023a011495f62e046244ceb03ac7bbeb622197edba37a1114b695b9

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

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source=arxiv_source observed=2026-08-07T11:18:12.258769Z digest=sha256:607de75190d14043f3a76455fb9d3e2962685f8c5ace0ac53cf601328d1723d5

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

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source=arxiv_source observed=2026-08-07T11:18:12.413526Z digest=sha256:ce694cac3ec1d63aa99eafd4e2a5ad9484b02e30d24921b190e7d4bf930615f9

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

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source=arxiv_source observed=2026-08-07T11:18:12.561226Z digest=sha256:155beaefcec5e7c1fb7545d98a876b1411289bb6e0b99a1b1c62fb05e59de398

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

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source=arxiv_source observed=2026-08-07T11:18:12.632455Z digest=sha256:ba0fd3ad7ce4617b563ac65f9ce98123fc115d99c2c35d94e9242594e2a0e79f

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

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

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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

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

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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

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

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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

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

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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

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T11:18:12.947600Z digest=sha256:1547cbd6350a05eec65e413d9f16819fcd4ca3a7c06dec2975beebfb6402f4dd

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

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

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source=arxiv_source observed=2026-08-07T11:18:13.032957Z digest=sha256:901415bcce533d5bf0473c2b1790693e9ccacf28120aafe960dea0e247027f6a

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

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source=arxiv_source observed=2026-08-07T11:18:13.126730Z digest=sha256:42ca453c248e4817aafa9dc16151b8a0b01a2eee5eea56c6b1794b1e50735fda

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

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

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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

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

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source=arxiv_source observed=2026-08-07T11:18:13.316578Z digest=sha256:3f8635b6778f75baba87caf3a6de47f00ef648a89536ce00b338479cfaa13678

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

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:18:13.420166Z digest=sha256:92e4d901eba2b7fafc4e958e904c4b346f58e4ac2f23416ff254f408eea4a0d2

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

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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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:18:13.506836Z digest=sha256:1b3ef1f923c15e31e81602a2246e2b875654cb7a06250d573af0ecaf2daa0bbf

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

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

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source=arxiv_source observed=2026-08-07T11:18:13.575370Z digest=sha256:7892146bf35d6af9cd8d105e918c0a387c5df2c17e8c40c332ee84fa5e9cc62f

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

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T11:18:13.667569Z digest=sha256:de77843c2dd075fb8c39f18db9823b2571bc527882aa17ada6823bd88f8c90b6

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

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

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source=arxiv_source observed=2026-08-07T11:18:13.751835Z digest=sha256:cecbb63e0a2ad7cc6c629c429acfdb256a64464c2898f5a8f1d21760b18321a2

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

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T11:18:13.817233Z digest=sha256:881cd0e2df78d0946d649b6aa3ee63846977ba3af50ff2eba8be20d533c44090

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

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T11:18:13.951819Z digest=sha256:069081178b1febfbf50a338f490fad70b00a86e60d3950e5ee0672f69e210283

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

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T11:18:14.155802Z digest=sha256:71e7e5d839ddab14516f674082a6d9ad4f90614b8a209bc52dfc54bd91ffa942

Pith citing papers

No inbound Pith citation observations are available.