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Paper Citation Record · LEDGER

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2505.21930.

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

pith.paper-citation-record.v1
2505.21930 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:26:41.726137Z

measured 40 of 40 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

40 of 40 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c906178b-f18a-4663-ab53-fa21492a0d8d · outbound

This paper cites online" 'onlinestring :=.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:26:37.728563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:26:37.728563Z digest=sha256:e884cb5a8779d259ece8c31352cf46c1f5c7625ce1cb38cadf9ab004a40db002

Observation 8c8a19b2-3410-414a-a6ef-36e573436d7d · outbound

This paper cites write newline.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:26:37.846785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:26:37.846785Z digest=sha256:8e8b74771e87b5d5ac7b23691bbbef3a1f6234bef5e4a582846946625a39197b

Observation b834b5c5-e4cb-4bd5-b9b9-e0cf3c2e6ddc · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:48.437668Z

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=2026-08-07T13:26:37.950166Z digest=sha256:62f5e9580fc743f59bedc65a50a5121a53198731fbafbbbfe1cb4f304b54bba3

Observation 65174bda-21c6-4d4d-9fbb-7b978f72eb31 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:48.177894Z

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=2026-08-07T13:26:38.042799Z digest=sha256:d30cde414393384c0156c0fe7590705d56cb59d0d5d62bc9265e95048f9d4359

Observation 76878234-65e5-4594-8a18-25cc489b42c0 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.991791Z

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=2026-08-07T13:26:38.166807Z digest=sha256:62aac8330bc74ae853b1285e7bc9fc5f5d5274a504665b2023db36e5e4c179b2

Observation c2e7c02c-2955-4ced-b35e-5f8c60cc2f7f · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.718483Z

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=2026-08-07T13:26:38.285659Z digest=sha256:8f4fb34e46125382ed67dcc63bf940f6ab9f8df3122576aa73ab426180344f26

Observation e462161f-b5e6-44c5-bdaf-0aa1dbd9066c · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.621722Z

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=2026-08-07T13:26:38.417875Z digest=sha256:5c10e5ad0e9c0f992285977838f3919140d215a555cefdd605b8ed651c6dcb2d

Observation 3a3da723-53c7-48d3-9d05-0a423d691cba · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.526182Z

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=2026-08-07T13:26:38.533416Z digest=sha256:28364571fb5bb8ad8138ece855929f10e70b0bafe4a901f77c412e42ea4bb6e6

Observation 7bee5584-007d-4096-b8ca-89431fa4da81 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.395141Z

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=2026-08-07T13:26:38.625377Z digest=sha256:c1b607f315dbc8191c1eca8155449e0c908e833c3fac0b1a67b04e3ada0e12e4

Observation de9112ec-f98f-4ec6-aaf9-1a8b4e9ab290 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.297277Z

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=2026-08-07T13:26:38.738738Z digest=sha256:7a7d22e0fa6041671098c1a9fb72a162a47f8bdaf542344df2b4073aa4262081

Observation ea751cc0-c526-4c16-b899-e1fa2192fb35 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.159773Z

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=2026-08-07T13:26:38.821088Z digest=sha256:0e64577d43ddd2704bd6e7b10a7e8bdcf70f6aa0bbb0a361ee3cd2c1252f4b75

Observation c5ffd00a-12ec-476d-9220-d2429d052e9e · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:47.006113Z

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=2026-08-07T13:26:38.911434Z digest=sha256:7963915886676663e64d07a1c3a4f0afb6ef902f347bd1bbfeb82fac4c8303ac

Observation 464f9bcc-0524-449e-8f3e-9fa34d4b36d1 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:46.859433Z

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=2026-08-07T13:26:39.028174Z digest=sha256:775968c3836232640e8023527facf941cedd0de3bce78d3d712f175bd3447442

Observation fa67129e-546c-41d8-a6e0-d2e8ec0bd304 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:46.665011Z

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=2026-08-07T13:26:39.111285Z digest=sha256:8a96eb6222451ffef8bb6d64067394291b10f089feb431490c80eedff6ea2169

Observation 3b1746f8-3b3a-4d59-9dac-9251adc127bd · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:46.525940Z

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=2026-08-07T13:26:39.217082Z digest=sha256:7eaaef6cdd6252b56cedd1b915eab0c02c3d4f6accc192d0bbfc3449a0830d8f

Observation 6196eee8-151f-4c09-b058-04310d183c21 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:46.359151Z

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=2026-08-07T13:26:39.321824Z digest=sha256:9de196af5fecdbdbcfdccf36c7d2e90d7ef93482538988de1751930fb738a08a

Observation 1b2fe41a-92fb-4dce-b7b8-29bd97cb05e5 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:46.155228Z

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=2026-08-07T13:26:39.403870Z digest=sha256:e1ef8cfcdbeb1ca271ccfe91a9b97297b421cd1cfdc6ce7a7a5ddf29e714cf9f

Observation 10c8651b-1a85-435c-8f97-c248ec19be2d · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.956708Z

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=2026-08-07T13:26:39.505892Z digest=sha256:f8adac7cdbbb3147dd41ac5e451607369dafb80e9383533a52cab36d06fa690f

Observation b411467d-0361-44c2-bac5-291416deb199 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.772192Z

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=2026-08-07T13:26:39.633182Z digest=sha256:c752241b7d7e75b58e313252a09217b925d7ee1148c52bcbc99216cd333abdf5

Observation 5fff957c-6cbe-40e8-83e0-8a5c978ef278 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.571224Z

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=2026-08-07T13:26:39.719453Z digest=sha256:35a1e5f92703e49bdb3a00c83b2a61d6d0ebd1bf14cd0eca8262668dfad1d4c1

Observation e01230b3-eafd-45d1-9e87-c209ecdffe7d · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.445235Z

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=2026-08-07T13:26:39.816101Z digest=sha256:dac5a05e1d5ddfc46690e0e4773cddabcfd9299a520644cda2b89218bc1b3e7e

Observation 410fb8c7-1dbd-4fb5-9d17-ee183781b142 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.272819Z

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=2026-08-07T13:26:39.894905Z digest=sha256:f3c9f6fefe909241c0e85ac01aa834578b8b2de928eb380da96ee8431e64d942

Observation b36c7e1d-7243-43ce-91ad-e0c8ecd20c1a · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:45.110096Z

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=2026-08-07T13:26:39.977726Z digest=sha256:194109df22a4529b5eef229d0e1267d788bcae36449d5efa9ab79f2dec605d92

Observation e342e21e-15eb-420a-93c9-2c619db8a79e · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:44.887043Z

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=2026-08-07T13:26:40.114407Z digest=sha256:559bf7da6ad5938910100e121e4f568287ac19d9c675c778f0f48439d18cea7e

Observation 08007052-c763-4c81-b0c7-206d2c2a5863 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:44.703797Z

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=2026-08-07T13:26:40.224819Z digest=sha256:d5c51e31cb15a7f51aad5fac5453437e96ccd10369dcf5d8a81bf6fad1444bc4

Observation 685c1a52-4518-48ac-928a-cdf62cd5b68e · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:44.513518Z

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=2026-08-07T13:26:40.343246Z digest=sha256:4ee4c6fa34371f25c1eef147a1c88b56536a17622ad657c9d2b6bdb3960cd99e

Observation 83a7b0ad-169b-48a8-ba11-02dab70f6031 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:44.289614Z

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=2026-08-07T13:26:40.460798Z digest=sha256:a25520aa27483dc6110ca6369a5d57fd35d8ccda7773bede157272531a325e6f

Observation 9498341c-da91-40bd-af02-0ac9e90088a0 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:44.063702Z

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=2026-08-07T13:26:40.582566Z digest=sha256:d46defb0f83f4db5b54cdac4fc2145951f0edbe76813ba55136bebc134432f01

Observation 9073d549-2b07-4f58-8554-0844b185b12e · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:43.865160Z

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=2026-08-07T13:26:40.665941Z digest=sha256:0aa781493b6249e93ac99cb633b2d1ae7448c2ce6331a36073e1089849891490

Observation f2b4614f-4ace-44ab-ae6f-31d95566843c · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:43.608258Z

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=2026-08-07T13:26:40.772930Z digest=sha256:733c26a52de44df5d1f806695b0adffebdcb1e89b7296312953b08cb5ee7c9b9

Observation 7d3001a7-5fc9-4457-9022-9bf68252af3f · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:43.409791Z

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=2026-08-07T13:26:40.908372Z digest=sha256:077d3b0e3d396cd77ecae35c02d6d975418b6402d5adb85de34bab6be5dbdcd9

Observation 5821b1e2-6fbf-49b7-845a-48ac62ba75d9 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:43.181768Z

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=2026-08-07T13:26:40.986099Z digest=sha256:d1334c31796d399de3fc9bd5a8e76bbba4badde2deeb0df63d33ba0a22f5f31a

Observation 6dc2c362-fab7-495a-ab65-e89efe2f5ed6 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:42.961005Z

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=2026-08-07T13:26:41.077921Z digest=sha256:9dca992e842682a5b8db164f972abdf06f9e1e2fa5ca9703e392c76670daf22b

Observation 88fa2dc6-3b70-4d77-8911-ff1a18b1fa2d · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:42.784041Z

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=2026-08-07T13:26:41.168148Z digest=sha256:7040bfba46c4faf1bd0fcb0cf862551cae10372ff1e28ab88e187303d165d956

Observation 6cfa6181-4771-4a0c-b563-a980122dec73 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:42.590836Z

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=2026-08-07T13:26:41.271729Z digest=sha256:9834273acee0d1cb7e4a337c83183d7dbf8db73d3ea5fe3fbfa83c77eebfb7bf

Observation ac8870be-42d8-4474-b189-b678d7d8d551 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:42.377394Z

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=2026-08-07T13:26:41.354147Z digest=sha256:029799744920060b785f31e3208754d5bdd4a0f170b2ee81d326d256326faf97

Observation 99a6bf5c-e5d2-448b-a235-7ebaf403d007 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:42.182185Z

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 a6db23a9-eac1-4ba5-92ae-7780319fff19 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:26:41.974588Z

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=2026-08-07T13:26:41.557525Z digest=sha256:03e06bdf789569e8452deaea4a4e4cafba6ce616f4ba3892bc3d1a93fc25ea14

Observation eb6e030e-6350-452c-8144-756f4f2f8311 · outbound

This paper cites an unresolved cited work.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:26:41.646275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4a69fd35-3f4a-4aec-b2c0-c327be2129ff · outbound

This paper cites Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers.

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T13:26:41.726137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:26:41.726137Z digest=sha256:8333079ca45341e8af869d5cc395c2d15ffc24275735a21414428332bc9cf523

Pith citing papers

No inbound Pith citation observations are available.