Paper Citation Record · LEDGER

Alternative Loss Function in Evaluation of Transformer Models

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.16548.

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

pith.paper-citation-record.v1
2507.16548 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:12:00.687497Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

29 of 29 outbound references displayed

verified exact5
verified fuzzy4
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b24116b7-cbb2-4bf8-ab8a-5869bf15b124 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.659908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 184d4711-7f33-4128-926d-7d1bea1e8c05 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.641118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e7ee92b-b79e-489c-a765-25bee251c2d8 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-06T15:12:00.619083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4bda2c7-ec58-44e6-84d5-30387692e6f2 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.626119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0b6c2dac-d9e7-4085-b429-7c21dec4aca4 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.597837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ebe04ef3-1b49-46de-8a2d-4330dd09e6bb · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.580998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a74b9db-e37f-4d78-a968-6c6398a57a96 · outbound

This paper cites Di Persio and O.

Alternative Loss Function in Evaluation of Transformer Models Di Persio and O

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:01.545060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 998d2e02-bfa9-4611-940b-983819491656 · outbound

This paper cites Grobys, S.

Alternative Loss Function in Evaluation of Transformer Models Grobys, S

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:12:01.099756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 20501b31-d04e-4d74-a9bd-cdf872c60b83 · outbound

This paper cites Hochreiter and J.

Alternative Loss Function in Evaluation of Transformer Models Hochreiter and J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:00.635405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f47af9c-fb56-40f8-b8e2-d24fd710ea24 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.517683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b76c55fd-deae-41bc-8de1-ce7eb05e4f07 · outbound

This paper cites Kijewski, R.

Alternative Loss Function in Evaluation of Transformer Models Kijewski, R

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T15:12:00.746261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a2eb274-70dd-4f26-8ae3-23b71f21a195 · outbound

This paper cites Lopez de Prado.

Alternative Loss Function in Evaluation of Transformer Models Lopez de Prado

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:01.456737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 70692a0a-c074-4e61-a4d8-e0c75cab354f · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.421892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1ede004-d4fb-4eb9-943c-5893f91d0cb8 · outbound

This paper cites Micha ´nków, P.

Alternative Loss Function in Evaluation of Transformer Models Micha ´nków, P

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:00.650829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e334bdbf-5e7f-4bc6-9e89-5295d0424221 · outbound

This paper cites Micha ´nków, P.

Alternative Loss Function in Evaluation of Transformer Models Micha ´nków, P

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:00.653558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d4ded4-0d5f-4408-bcd3-ac5651e6bf1a · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T15:12:00.731814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7df115f5-9db7-405a-9a59-44b0fbbe1f13 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.399494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97acd21f-08be-4b15-9b2f-b73435072e96 · outbound

This paper cites Vaswani, N.

Alternative Loss Function in Evaluation of Transformer Models Vaswani, N

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:00.660920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e34363-f6ac-4d24-b908-38cae6e16f1c · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.357740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a4e62ecd-9ea5-4c42-ae89-b027d728deb0 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.314269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 614d408f-b47d-4833-b4cb-1465dd4f69d6 · outbound

This paper cites Wiecki, A.

Alternative Loss Function in Evaluation of Transformer Models Wiecki, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:01.287465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd6a5e8d-3dfa-4f70-8a5b-2ccc9a91cd03 · outbound

This paper cites Deep Learning for Stock Selection Based on High Frequency Price-Volume Data.

Alternative Loss Function in Evaluation of Transformer Models Deep Learning for Stock Selection Based on High Frequency Price-Volume Data

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:12:00.764293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 74d28a80-4c2c-4e9b-9cab-9a9bc15d56bd · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.247971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb111781-e926-4151-95a0-219632ce2e4e · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:12:01.212816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6eac42d-8c47-47c8-9c51-eb4bf5d0c905 · outbound

This paper cites Zhang, C.

Alternative Loss Function in Evaluation of Transformer Models Zhang, C

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:01.192132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1cdda695-4eac-4910-b802-27b0464b70c8 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T15:12:00.723386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8d9dea8-82db-4916-aa2a-46793215a041 · outbound

This paper cites ´Slepaczuk, P.

Alternative Loss Function in Evaluation of Transformer Models ´Slepaczuk, P

Reference 27

Resolution: verified exact; doi, observed 2026-08-06T15:12:00.714768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a574e420-7adc-4ced-8e96-0d2d0cb02691 · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:00.648418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2189375b-452f-4901-9d67-d802a2158e6c · outbound

This paper cites an unresolved cited work.

Alternative Loss Function in Evaluation of Transformer Models Unresolved cited work

Reference 4174

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:12:00.851260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.