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Paper Citation Record · LEDGER

Improving Continual Pre-training Through Seamless Data Packing

As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.22018.

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

pith.paper-citation-record.v1
2505.22018 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:25:05.152317Z

measured 57 of 57 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

57 of 57 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92f2fc70-e8d8-42e0-89ee-728afc4b7fdd · outbound

This paper cites GPT-4 Technical Report.

Improving Continual Pre-training Through Seamless Data Packing GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:24:59.676918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:24:59.676918Z digest=sha256:8e57053c31f8113b8ca8ac681e0d5c72b281c139cafb9f5dcce7cab5b9625d27

Observation b004c923-9a57-463c-96a1-64ae616702f3 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:24:59.736835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:24:59.736835Z digest=sha256:4cb7299b7d07a8c1e5158a59c18759f18360b1b83f67a02b55d0be0b56429994

Observation 26410cd8-a3eb-46a2-bffe-f6d7f50892e1 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:25:06.654078Z

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=2026-08-07T13:24:59.841217Z digest=sha256:22e69fd3612bfc0f0340333325581e637a0a6fcdae82fe1c3155ca5e3c13c84e

Observation e36e94ea-7b06-418a-a9d4-e3b8a53a49d2 · outbound

This paper cites Costa-jussà.

Improving Continual Pre-training Through Seamless Data Packing Costa-jussà

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:24:59.933948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:24:59.933948Z digest=sha256:14620e1030d5c7d4d18596bda838c3fe363b1c01c25105d0fd26a211bb701dd0

Observation c66c8e11-3bf7-4adb-b54e-796987c13763 · outbound

This paper cites Boyer and J.

Improving Continual Pre-training Through Seamless Data Packing Boyer and J

Reference 5

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:25:06.404060Z

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=2026-08-07T13:25:00.029243Z digest=sha256:148e61772d118530d3eca554124043a87d7863979b3d7f0e8ce75316e3753643

Observation 1a39fd97-33bc-4cea-84d1-d0496a6a7bd1 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:00.120185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:00.120185Z digest=sha256:70dcba889794f2b8e9fb60837cbf6d1308c888af114b66bef7bb07a24fa76eaf

Observation 9965d01f-0f52-44ea-9354-bed045e93516 · outbound

This paper cites Towards Effective and Efficient Continual Pre-training of Large Language Models.

Improving Continual Pre-training Through Seamless Data Packing Towards Effective and Efficient Continual Pre-training of Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:00.220733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:00.220733Z digest=sha256:6cd400c5157e039864fa8a16995892b0955d439e963ba51c38db1ddd1f01207f

Observation 89026870-3bbf-4593-bf2c-02486f18f52e · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:00.331856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:00.331856Z digest=sha256:a7b3e65118567a2744724953804ced7110c27ef52d14710f5b790ac9527d2dd3

Observation 00c14430-4a20-4df0-8076-2d983ca345f0 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:00.440060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:00.440060Z digest=sha256:989ed0856cf33ab3ec6964dc30bb6573f453fde58f8957ea1578cfe95f9fe310

Observation 38138892-a045-4505-9c53-52c31473666a · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:10.468103Z

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=2026-08-07T13:25:00.516146Z digest=sha256:e96c4a2d31b1944d1c28cc1ba2cfd15ea2b2ffe4dc3eead7fdb1d668ee2141b6

Observation 787e83a2-23ea-47f7-819a-9baab3792d60 · outbound

This paper cites The Llama 3 Herd of Models.

Improving Continual Pre-training Through Seamless Data Packing The Llama 3 Herd of Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:00.624095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:00.624095Z digest=sha256:25df06c9246d2cf106e5ab9196d3c5527f79ad0989269d8a6a74e0d693eabd08

Observation d17f958d-5336-42f5-9d60-3bbd472d1abe · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:10.215021Z

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=2026-08-07T13:25:00.735772Z digest=sha256:e256ea848440996ad6f31e20deb0f479578f5d413531df83d43414f93f572322

Observation 79f2530c-4024-4eed-9247-bf2f3e5e290a · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:10.028214Z

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=2026-08-07T13:25:00.828386Z digest=sha256:250484302c9395399409543c45f53a0c96f0060d4c8e62cb73360ffdea80d1ea

Observation ccafde16-78be-4b74-8e4e-1fca52dd7f30 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.749520Z

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=2026-08-07T13:25:00.943099Z digest=sha256:6802ac1a6b62b0aa1fe07dde325a34942dc6a5a1e3b39f752b5c34ed5b91e8aa

Observation b9de8ab2-3836-4d89-b264-e79a13d58e9c · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.509834Z

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=2026-08-07T13:25:01.046071Z digest=sha256:3a704a133e4ea82c15b8596037317823612271978e1b58900a892cf47132e834

Observation e9f16a7f-8448-47a4-b992-5bc174a8c97d · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.318192Z

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=2026-08-07T13:25:01.175942Z digest=sha256:3e1d9264f8c3dfb6b4579976974d823ec8bde772c37e93256dbf462a81feda21

Observation bc8533c7-a898-470d-aec7-9b243b06b119 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:01.261255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:01.261255Z digest=sha256:fb6f0e08cea672a598b2b5802aa2c5c13191e7ea8f9406f9c3ce2ad43bb0837b

Observation fcf73207-2782-49df-8cf0-d672817812db · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:01.381077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:01.381077Z digest=sha256:32e623aab8aedaf40307b800b127109c4484ff093fcfe4b90b4eb8fb4a4dfd5a

Observation 2082b4fd-66dd-417c-8f3d-d42634386211 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-08-07T13:25:05.929853Z

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=2026-08-07T13:25:01.510875Z digest=sha256:a06032681363e7593e16b0001086cfdd1c579a1d5f7c7360b99fd3707c579ed9

Observation 899a1153-e334-4836-9ba1-b4274c8300eb · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.149923Z

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=2026-08-07T13:25:01.571968Z digest=sha256:97af68e13b69da69682f3eea8c28f541c070a1d50234f0363348c444e9858d16

Observation f194c969-22cd-42cc-b439-409cbbaa4050 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.026850Z

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=2026-08-07T13:25:01.726327Z digest=sha256:d43eca791f893425ee6af1cf74a34b6f06900fb5f81ada10255ce73bf48f294b

Observation 9bd2ee53-802c-4223-ad8b-7d389609dbe3 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:08.848746Z

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=2026-08-07T13:25:01.843371Z digest=sha256:37ce284861817432958532718367969567667f0be847a019206d0514513b545b

Observation 138c23d1-b1d3-4c9d-9f1c-1d759e282e03 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:01.960574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:01.960574Z digest=sha256:193941e5c13ed527ba10225fedbfe19035ed339cf38ee73f8552581777b7d40a

Observation d04642e6-f87f-48c1-bf1b-a38f2e19acf0 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:08.692847Z

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=2026-08-07T13:25:02.039449Z digest=sha256:56744ea0fd5c77c838257bc338649b880a3f1a23e54bbf07e81e4344e42f4e89

Observation fa298d58-05cf-4a78-9931-9c03e038f680 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:08.537652Z

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=2026-08-07T13:25:02.199314Z digest=sha256:c3052ba4da9a368b9297ba2b831c2146a7e8c1509980cd79c6a0a3cd30497504

Observation 81271175-d08e-478e-8b79-79d3f9e39bf0 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:08.362889Z

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=2026-08-07T13:25:02.322399Z digest=sha256:60131d296c38da6b72ae556d2b7b4ebcbcca49533a5796bf538701e05c5e7778

Observation 01aa034a-441e-426b-8fdc-971fc3214d4e · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-07T13:25:05.737312Z

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=2026-08-07T13:25:02.453492Z digest=sha256:14721cb120529f12280e240b7562d3a0845fe9d23bc56d59cbdf938a80dec9dc

Observation 3e858a97-754b-47a2-ba15-87cbe4ce7c94 · outbound

This paper cites Krallinger, O.

Improving Continual Pre-training Through Seamless Data Packing Krallinger, O

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:08.177595Z

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=2026-08-07T13:25:02.558203Z digest=sha256:e5c6a6e1422a503951e8ef88a7803ec8f025299fd1a64c127e01d41a3f7a54bd

Observation f6dddd43-912f-4594-baea-afd1cf0d7a60 · outbound

This paper cites Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance.

Improving Continual Pre-training Through Seamless Data Packing Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:02.689938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:02.689938Z digest=sha256:d364fd7c2b0b5fc059b503c4684d0c6db485189825ea3f4594f6fcf6920cc30d

Observation 438f3fd5-7b63-4465-8224-1f481cc4c58a · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:02.808286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:02.808286Z digest=sha256:82f1d79de29c28855e83281302052d5f510cfc7665935d7805cce1d5c294b69a

Observation cb577b99-5eb0-4a35-8941-a8abae2f51e3 · outbound

This paper cites FlauBERT: Unsupervised Language Model Pre-training for French.

Improving Continual Pre-training Through Seamless Data Packing FlauBERT: Unsupervised Language Model Pre-training for French

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:02.906806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:02.906806Z digest=sha256:a7828c350275beb466e8142c3e7b1949a16f9acf7ba5503f9bb0b7f81bc61b0e

Observation c8d00175-406c-4230-b189-ec12b6ee7e48 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:03.054504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:03.054504Z digest=sha256:87edc2a9bf6f9107794fab1d7a76643f390c8fac96b96b1c3d1cde185c3ca70e

Observation ca5ae45f-72b3-42ba-bc76-f594636301c8 · outbound

This paper cites Understanding Continual Learning Settings with Data Distribution Drift Analysis.

Improving Continual Pre-training Through Seamless Data Packing Understanding Continual Learning Settings with Data Distribution Drift Analysis

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:03.182075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:03.182075Z digest=sha256:87e076e9b664be2f0d6aab8257c1505480a5dab57966cc0f35d5b20cf6af8fc2

Observation e2a02158-2e15-475f-823c-653640b4e7c7 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:08.000864Z

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.

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Observation cd03761c-cfe0-40de-9f6c-357de86f7a37 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:03.398842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:03.398842Z digest=sha256:f774379a262d497c67cc5756f320ee5c37a26e070095484d915a8e03d46178c8

Observation b1417c11-1d25-4439-b88e-9982ce3923bc · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:03.501519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:03.501519Z digest=sha256:1c6db061123659ac8d4f9e8fc6ba7b8813bbeaa4766e6ae6e7c837d2180ca85b

Observation be855d3e-9967-4a95-bda2-5709a265ed9a · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:07.839450Z

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=2026-08-07T13:25:03.616972Z digest=sha256:9928fa23a12a361ecab2ecd9ef85b3f639f97eff09c5c202e8174a38c20992eb

Observation d93ba135-222c-4a13-a92b-4e6cf5a83353 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-07T13:25:05.480613Z

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=2026-08-07T13:25:03.710148Z digest=sha256:59f4fb58612b7de21c12b75e2bbb57cb903d360f4e8ac336dc1b9f7c3b33c199

Observation 8230eb59-30ef-43b0-80bc-8520dadeb562 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:07.638379Z

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=2026-08-07T13:25:03.812862Z digest=sha256:c0fab4930e1df216fd138ae7845193608988fd7f5fea110fb0db3765ce440546

Observation 1e91dbab-5100-4063-abef-04dd2069613f · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 40

Resolution
verified exact
doi, observed 2026-08-07T13:25:05.337267Z

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=2026-08-07T13:25:03.924546Z digest=sha256:a8f000015fd6f85464c3432049e7c9f68539f20a8e9a028be66cb3e7d58ede70

Observation b98ded42-805c-4d71-adf5-217622310fc2 · outbound

This paper cites Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models.

Improving Continual Pre-training Through Seamless Data Packing Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.031066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.031066Z digest=sha256:dd703e2439af94ef3d1070bfba7cc978001777c8f27309a2fedcff269b9b843e

Observation 30916e74-654e-47c4-86b0-71df6dda2615 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.090902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.090902Z digest=sha256:4a2be7bb76258401139cfd1a70b92e45f50f1288159bcf8f704a8f27ca95ac49

Observation ae21b756-da91-45a4-bddf-b58a7093383b · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.148994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.148994Z digest=sha256:795ef77347d0614900d592be4f1cca294de8a7dfc9df257e152599085b54b584

Observation f1e29ea3-a743-4d07-8447-13104507e25d · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.203057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.203057Z digest=sha256:f1ad8c233996aa78584442df1bce0ab3d75152a54683f38db12d6ae2b5823100

Observation 15656ce3-d042-45b1-b649-bfc7fb60b04d · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:07.369516Z

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=2026-08-07T13:25:04.305406Z digest=sha256:549068bb5b4cce863f8a52a875d51952d8ca1ce3132cd345e0d5684f1101dbff

Observation c73cd322-8381-4659-ba63-b2fd63497325 · outbound

This paper cites Smith, Luke Zettlemoyer, Wen tau Yih, and Mike Lewis.

Improving Continual Pre-training Through Seamless Data Packing Smith, Luke Zettlemoyer, Wen tau Yih, and Mike Lewis

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:07.165121Z

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=2026-08-07T13:25:04.412077Z digest=sha256:cd8ced75e9da8e4ee70b3df2e991d0a5bb31fa9e7d490e8d8876c71f76459d7c

Observation e113d8cb-77ae-4546-84f6-71c7c347fda1 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Improving Continual Pre-training Through Seamless Data Packing Gemma 2: Improving Open Language Models at a Practical Size

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.480465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.480465Z digest=sha256:db72e3c332e562cacbed91b9ce34ca58c79572ad5e733f9cd797437dfcef2e42

Observation 5f35ab69-25b5-4ef1-92b9-c1687da44f25 · outbound

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

Improving Continual Pre-training Through Seamless Data Packing Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.553625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.553625Z digest=sha256:58cd6f007a9b6da0a09463e7b75b131473c5218b13e2809907183cd855f434cd

Observation c5f8d19b-2ac5-4877-bfc3-f9b6cb8aec8a · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.625166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.625166Z digest=sha256:2b36d4795ee8f7f4aef5d2bf55dab50221f10b8c0260f99f70b16a2e8cf4b06e

Observation 82b8221f-4315-49a8-9c78-f747fe03e3cb · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.679588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.679588Z digest=sha256:c3160b5499b99563d35d6893769806c4b6013511fb89551d066186a6586a529a

Observation b9e68ba9-24ce-437e-beb2-12ada606bede · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:06.949945Z

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=2026-08-07T13:25:04.745630Z digest=sha256:12029b975204f05192d0e1934eb705fdb5d10ba97b093fed1a6f3eb02f150710

Observation d53ccaee-9b4d-4643-ad30-b9cc3ff75d09 · outbound

This paper cites an unresolved cited work.

Improving Continual Pre-training Through Seamless Data Packing Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.825655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.825655Z digest=sha256:42a6bef5da3949cd53a05d9a2be87b3ed9ae5efc3436934f069f2318a8e1ad40

Observation bf3348ec-a857-40b5-a44f-ba1bd9958e23 · outbound

This paper cites Qwen2 Technical Report.

Improving Continual Pre-training Through Seamless Data Packing Qwen2 Technical Report

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.888904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.888904Z digest=sha256:a1cf22ac9586f74ee7465c9d06ae27b66cc2c87d21c2789b00a444eb71f15113

Observation 66623d61-b2f3-43c3-b73b-f17d713e2447 · outbound

This paper cites Qwen2.5 Technical Report.

Improving Continual Pre-training Through Seamless Data Packing Qwen2.5 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:04.969013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:04.969013Z digest=sha256:4cb2c4c03be20eff1922dc7c45841cf31066976cf7417d381b822b7a276adc13

Observation 24b41f8c-5fc7-4375-9292-71df5dded36e · outbound

This paper cites Investigating Continual Pretraining in Large Language Models: Insights and Implications.

Improving Continual Pre-training Through Seamless Data Packing Investigating Continual Pretraining in Large Language Models: Insights and Implications

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:05.038672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:05.038672Z digest=sha256:fadceeee81b1912be92a15e8897a9101024e36142fc3b461dd943cc862fb64d2

Observation 4f43dfeb-6ce1-4d6f-af02-c4c3e77efc9c · outbound

This paper cites online" 'onlinestring :=.

Improving Continual Pre-training Through Seamless Data Packing online" 'onlinestring :=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:05.101221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:05.101221Z digest=sha256:7d51925b6d121223c4ae6ec62d5dfe89ff55dedd52d21931988120c0b4cf6294

Observation 337305d1-9e2f-45ab-8338-bbc4ac70082d · outbound

This paper cites write newline.

Improving Continual Pre-training Through Seamless Data Packing write newline

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:05.152317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:25:05.152317Z digest=sha256:29053129f5fdd012deecfde4020b74d52a3e32db398178235ae7c7ba093f98ff

Pith citing papers

No inbound Pith citation observations are available.