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Paper Citation Record · LEDGER

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining

As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2505.19893.

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

pith.paper-citation-record.v1
2505.19893 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:51.114106Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5e4565a-faa7-4ee1-b74f-98c0c8a8b8f0 · outbound

This paper cites A Survey on Data Selection for Language Models.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining A Survey on Data Selection for Language Models

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:44.390210Z digest=sha256:a1b292e2f373cb77650ef1b27425c237431890218a137673df6e4fbb87abedfc

Observation 22613bfc-4a69-440c-a367-0dd88544161b · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 41a33a96-71a8-4589-96cf-cafbfb7f13cb · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 3

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6385af8d-a6d1-45f2-9e05-cfea51f8e003 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:44.698697Z digest=sha256:28442a04319657b6b359e2dee3d230796421bcdd35f3b5f46db1f17314f983fb

Observation 7ccbd500-5237-46e3-b4fc-794627f6b1af · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 5

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation f016df29-0942-466c-abcd-bea4ff47626a · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 04200d5a-070a-4966-ab4a-f4170eb4c6af · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5abf293f-23b7-41ad-801e-d5bc083f1928 · outbound

This paper cites W., Sutton, C., Gehrmann, S., et al.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining W., Sutton, C., Gehrmann, S., et al

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 84469261-e86d-4aac-a1c0-eb5e97ff0784 · outbound

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

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 9

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no resolver link, observed 2026-08-07T14:09:45.215581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:45.215581Z digest=sha256:82c4401f0db9c308bf4f207d2909045b4a0e74484998b074475c212b1964c064

Observation 11b824f8-893b-429e-9bcc-ade2347145a8 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6ccd29a6-41ae-4e3d-93d3-daa5aa0ed334 · outbound

This paper cites Y., Jegelka, S., and Krause, A.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Y., Jegelka, S., and Krause, A

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:45.511080Z digest=sha256:77dc2febe214980d364855f73409b6a9e0f05a23aa7f96b08a081a1dab5fd877

Observation a3f0f741-599d-4cd8-8ee9-9136b1a2ec0a · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:45.618244Z digest=sha256:6c5d6f9600ef0697375468c1ad5d4fa9fd09e47c255fbb44e64962be8a70c406

Observation 20c14fee-ce53-41ab-ab0b-a495f8a75a7c · outbound

This paper cites and Namkoong, H.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Namkoong, H

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:45.723599Z digest=sha256:d772262e1b0576b3c4e4d60de6895155aa6dced33aceb11c29529683dfe8fa34

Observation 0216d8e9-b967-4926-bfba-5ea684dea030 · outbound

This paper cites Irreducible Curriculum for Language Model Pretraining.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Irreducible Curriculum for Language Model Pretraining

Reference 14

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no resolver link, observed 2026-08-07T14:09:45.871063Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:45.871063Z digest=sha256:f1da4bb8f5d4d4dd078f3ff4ca9c49bddcf3248ecefb2c54f952131463fea561

Observation eb274786-b2dd-4323-ac48-42b72e660c48 · outbound

This paper cites DoGE: Domain Reweighting with Generalization Estimation.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining DoGE: Domain Reweighting with Generalization Estimation

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:45.950397Z digest=sha256:f9563b2410fd3ca5c600dbb7a75a4183d4f57c8d1afd9c2bd964ec978cc70f5d

Observation 93504c1f-4915-4a9e-bf7f-2902b47c8450 · outbound

This paper cites and Dayan, P.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Dayan, P

Reference 16

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 3614366c-30a7-4828-934b-cf16d6ae7b00 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-07T14:09:46.163491Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:46.163491Z digest=sha256:756af37df79a55b30811532072fb4888257fb5c050eba8f3a488ad2c0bdab3e2

Observation c51a7a9a-970e-4891-8482-a96b972bd708 · outbound

This paper cites and Cohen, V.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Cohen, V

Reference 18

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:46.335902Z digest=sha256:ae99571eb418e35a14eef6151df056b79e55959c88417846ae96cdedf34e53a4

Observation 163cdd05-cc9b-4096-b917-be7194f12bd5 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Distilling the Knowledge in a Neural Network

Reference 19

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no resolver link, observed 2026-08-07T14:09:46.458825Z

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Observation 01b09708-2514-4827-8aed-eeba5c7b2e94 · outbound

This paper cites Y., Zhou, T., Wu, Y., Song, X., Song, X., and Zhou, D.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Y., Zhou, T., Wu, Y., Song, X., Song, X., and Zhou, D

Reference 20

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 53d10d34-f94a-47f0-a91e-55cb4955404b · outbound

This paper cites and Waegeman, W.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Waegeman, W

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b20dc414-e6ce-4934-bfc4-b9b438aaf92f · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:46.822031Z digest=sha256:0456e31cec12fafac4b37fc5c07571638edd69bc5c18ad0cb280eedccb5d6297

Observation 5ed818e2-10a8-43cd-b75e-02687ffcc794 · outbound

This paper cites Accelerating Deep Learning by Focusing on the Biggest Losers.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Accelerating Deep Learning by Focusing on the Biggest Losers

Reference 23

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source=arxiv_source observed=2026-08-07T14:09:46.918110Z digest=sha256:54b44e7097c5ffe605a718e81d09a1135772c737019c7346d4bc688369886c69

Observation 85097b5e-ad96-4b9d-889e-cb1715872737 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 24

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no resolver link, observed 2026-08-07T14:09:47.012470Z

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source=arxiv_source observed=2026-08-07T14:09:47.012470Z digest=sha256:f9d85b4d47eae53478cdd7e96302345361e4cf791b076e78006d127233ca5a5b

Observation 0a94f43e-7514-4392-9c0c-d167e1717feb · outbound

This paper cites Scaling Laws for Neural Language Models.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Scaling Laws for Neural Language Models

Reference 25

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no resolver link, observed 2026-08-07T14:09:47.106847Z

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Unavailable: canonical work link unavailable.

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Observation b6f1a256-586c-4997-9bac-88b6d80a36fb · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a39e50b7-01c8-40ed-872f-321d1da91158 · outbound

This paper cites and Fleuret, F.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Fleuret, F

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 7d6b3ba7-5fb1-4090-8fb2-74f628c16113 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 28

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2b0f463c-7082-4204-bf9b-f3f0b6ff0715 · outbound

This paper cites and Rush, A.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Rush, A

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:47.643905Z digest=sha256:c3b71da59f89467c488491a329223b881893faca96a267c0446f96bf3dfda873

Observation c4b5ab01-bbb7-4392-9d9b-ba946e937fd5 · outbound

This paper cites Distributionally Robust Optimization.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Distributionally Robust Optimization

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:47.837432Z digest=sha256:ce9d5f768bf19599ba08fd134f5ff3d1eda44debbd1a65681daaf3a1cdc855ba

Observation e59e25b1-d230-4505-b4dd-5b381d0f9aad · outbound

This paper cites Rho-1: Not All Tokens Are What You Need.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Rho-1: Not All Tokens Are What You Need

Reference 31

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no resolver link, observed 2026-08-07T14:09:47.959331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:47.959331Z digest=sha256:ba57596057370c4b7d9e0128a2d1624b91359606fd6f430e2814e0f4cb0cc5d9

Observation d40f7a1d-b4bb-4e0e-98f7-9b80fde34623 · outbound

This paper cites Online Batch Selection for Faster Training of Neural Networks.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Online Batch Selection for Faster Training of Neural Networks

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:48.082527Z digest=sha256:5d79718f8a26550ed87ca43e17f9d108cf11de62ee41d0462d40e940adc8d2db

Observation 0d4dafe6-fe6e-433a-abf7-9a58b36b6db5 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:54.743834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:48.197734Z digest=sha256:172bfc40e2f837c8b8a314d44f7cdc45d9b6a162ffd5997b88d5586740414e20

Observation ea4f463e-8f5a-43cf-a59f-4cf597277efc · outbound

This paper cites When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:48.284205Z digest=sha256:5a1a3bd6fc6c434d4cc26462f7f5f7183e7a85977be78cf04850be998214bcb2

Observation 7fcf85e1-298e-4c01-8cb1-422e54e41ba0 · outbound

This paper cites LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws

Reference 35

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no resolver link, observed 2026-08-07T14:09:48.398461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:48.398461Z digest=sha256:cae38c1bf3d6fb9f8e2c3292e91c8c4310e7fe6abeeb8322e9c419eba43063e4

Observation a08605b6-4ef4-4c92-93e3-f997ae50026e · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 36

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unresolved
no resolver link, observed 2026-08-07T14:09:48.521179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:48.521179Z digest=sha256:c900515d070cf161f28bd45c4e885463489319a2a896f8dfe16018f1108885a0

Observation 00e1647d-6d87-4f44-a0c2-21413d663041 · outbound

This paper cites M., Razzak, M.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining M., Razzak, M

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:54.610272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:48.648493Z digest=sha256:4f242fbcfda5378c526fe34fb024c90124b3d390779e14be6b17f73ccfefc96e

Observation 2d482e1e-045c-4946-b5d6-fea337de7d4c · outbound

This paper cites Distributionally Robust Language Modeling.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Distributionally Robust Language Modeling

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:48.756530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:48.756530Z digest=sha256:e2b9960f148cc30af795094b0bd043efdc094ab68bf63ec92b947c1cae6ddf4b

Observation 84d475bd-9238-4f02-ae19-0b95e44c49b0 · outbound

This paper cites Q., Bernardi, R., Pezzelle, S., Baroni, M., Boleda, G., and Fernandez, R.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Q., Bernardi, R., Pezzelle, S., Baroni, M., Boleda, G., and Fernandez, R

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:54.449216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:48.909920Z digest=sha256:3439afd9ed85dba7059af6a374f3969083be89c387af6bb5816d5043e72fe538

Observation 48ae6b37-6f3a-4ac5-af48-a32d7dc34571 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:54.285715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.043623Z digest=sha256:b77e9c803366080c41d1cfd0a28531e65382f7ce4214c1fb47daffc0f1c76f4c

Observation 2f9ecefc-1c9e-4d9a-9e06-67ac405c031d · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:49.175622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:49.175622Z digest=sha256:a30207fc3582e56e1f8dbe44f2f534f254d513b7c217d053325b031d51f73f42

Observation 2d93fa79-547f-4789-a82b-dc4b0615d23d · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:54.132135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.330327Z digest=sha256:9b2950a4b8e3fd68a33c2fb7ebd32bdf939af54e1e10171911d94fa02b181bb9

Observation 70e14c5c-ba69-43c5-9b61-afb4f22427b7 · outbound

This paper cites A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:49.458727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:49.458727Z digest=sha256:08cc40170d8bfb12054061e94f59de7a9875602404b8d0ee63a3f536ac269e34

Observation 270d6c88-c103-4b63-bee1-10adb4d7679f · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:53.931666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.569016Z digest=sha256:c823095d4db30a67554434fa24212bc7ef2fc15cd5cacbb525137382aaf7067d

Observation ade882c0-2caf-4109-a564-bdd621b92250 · outbound

This paper cites T., Uryasev, S., et al.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining T., Uryasev, S., et al

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:49.660065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:49.660065Z digest=sha256:e928b3aac25316db621e95e3790634d0bdd924d86a21ff09608558992efa24f4

Observation 7be11a93-fc4f-456a-b1ce-c09431db1d5d · outbound

This paper cites How to Train Data-Efficient LLMs.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining How to Train Data-Efficient LLMs

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:49.740308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:49.740308Z digest=sha256:ff4d9eba259b7fd029689767fdc63123dd83fb362157b98aee0a1c05b44c3560

Observation 85769876-7f40-42db-93e9-6a6007ecca82 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:53.774772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.807202Z digest=sha256:5942db445ef55141d4ba05313b7db59262ad4bf1bfce02dde35ce99c03b6cbec

Observation d6d22732-e402-401b-b4a1-1c824496e6af · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:53.596269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.891517Z digest=sha256:0da344c2e42da1b6299b685a908b2943980b0d8b8ce87887b1527babed7da1ff

Observation 5bd8cad6-0366-4a12-884c-72c61a5d7d73 · outbound

This paper cites R., Hestness, J., and Dey, N.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining R., Hestness, J., and Dey, N

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:53.460624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:49.980510Z digest=sha256:3c5e5e28f2d8fa99698f444ec5d1cd3a97836e44b1f960587f282bd35823ffc7

Observation 457b51ea-2390-4ed0-8f05-fefe992ccef0 · outbound

This paper cites Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:09:51.406696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.090492Z digest=sha256:1e1c211dc655edcef89a75b9922757deda86e3ddb1e7f4bd3f68c9069f7ae9d3

Observation 27c94bad-4712-4b5e-b319-730577f541bb · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:53.320047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.182360Z digest=sha256:90dea53f50e08a31d0f2fc5653033571a3aa33243bb4c309e56a7f331daf27fa

Observation 4fe5b468-ad36-4369-9851-690c6dd90719 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:53.099622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.257296Z digest=sha256:ad222af737c9361a1d476d0279902e3c7492e1878095d169f74cb5100792c09a

Observation 31b392eb-f669-404e-9718-ca12259c90d1 · outbound

This paper cites T., Wu, T., Song, D., Mittal, P., and Jia, R.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining T., Wu, T., Song, D., Mittal, P., and Jia, R

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:52.930135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.366434Z digest=sha256:67391190c4abd05253cfefe4c2a9d7b9a3ff9f872036ee97af571225d0b96dd7

Observation b3c893cf-3193-42c0-a86a-28d011a4c289 · outbound

This paper cites Crowdsourcing Multiple Choice Science Questions.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Crowdsourcing Multiple Choice Science Questions

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:50.466643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:50.466643Z digest=sha256:67929bd8f4d5c1f6cc0c3f20b48ed4cf82a5b8b65bb4b73020e06a7261787616

Observation 9b377001-9843-44c5-8f08-6186730925c2 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:52.752364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.566769Z digest=sha256:36cce3465d5719fa9ef5384197d50549da84f696fb1bcf93e665cbaf04b2fcff

Observation 6cdf1910-301f-4cf2-8fa3-950e08d3ead0 · outbound

This paper cites and Menon, A.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining and Menon, A

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:52.566666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.667952Z digest=sha256:e9a4d5d9dafd99917ae12e1813bbec6139c577589c4993c791f5a71592bad9b0

Observation 0d5f2cf0-b35a-49d8-8c0c-859f1d51c1b8 · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:52.388361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.756681Z digest=sha256:cb7639a4fdd4e694f2fa213c548b69e94a20fb1e1474b4703f50baad6d63db6b

Observation 02ba56f4-1ed8-4022-b299-a43b1f23055e · outbound

This paper cites M., Pham, H., Dong, X., Du, N., Liu, H., Lu, Y., Liang, P.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining M., Pham, H., Dong, X., Du, N., Liu, H., Lu, Y., Liang, P

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:52.227595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.817490Z digest=sha256:d6aeb741477b409dae3a81255b8ba5c28d38c75c5520a1e0160d4096d4e4f649

Observation a11d0f2b-811d-4186-bc3f-cf0a2362e079 · outbound

This paper cites M., Santurkar, S., Ma, T., and Liang, P.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining M., Santurkar, S., Ma, T., and Liang, P

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:52.067412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:50.936488Z digest=sha256:a9ca7ac06576d0f63fcd166d5ce32070710506cb029be69f0f9354df8eff7693

Observation f8237699-5b1f-4ffb-93f9-943734fc649c · outbound

This paper cites an unresolved cited work.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:51.888153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T14:09:51.032016Z digest=sha256:f2504544d9cd0082069dcaf1c55a2a7a85c0bdffa799a9f1bc9f7fc0247bfa8e

Observation dea4ee42-38ff-4b32-9c67-a4b012fa56b0 · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:51.114106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:09:51.114106Z digest=sha256:74fa664ceecc19b3d7eb1da6db48d902353f1c2f7a493bd9306fdada34c83d7c

Pith citing papers

No inbound Pith citation observations are available.