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Paper Citation Record · LEDGER

Mitigating Shortcut Learning with InterpoLated Learning

As of 8 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2507.05527.

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

pith.paper-citation-record.v1
2507.05527 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:29:01.188254Z

measured 82 of 82 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

82 of 82 outbound references displayed

  • verified exact24
  • verified fuzzy6
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aeb94b93-96e7-4a76-be96-784d5e683a32 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-06T19:29:07.578720Z

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=2026-08-06T19:28:51.826424Z digest=sha256:cac3a7b3458944500a3d8e4110737aa4de6f02cd3aaa03c4008d95ff449293c3

Observation 65ac3beb-e718-40da-bd9a-ba744975075d · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-06T19:29:07.302914Z

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=2026-08-06T19:28:51.891636Z digest=sha256:22498b3b15d8d1635457b5dea99d58ccbba514d3dcb37f68d5d34147efc00906

Observation 935b26ab-2b3f-4c3e-9f41-6613db273270 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.036563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.036563Z digest=sha256:180ce9873439de18021d709c8c9e0899e831fab3e28105238293df5ef6ee18e8

Observation 4100ae19-6f44-43d2-9f3c-761b6126e29e · outbound

This paper cites Peters, Ashish Sabharwal, and Yejin Choi.

Mitigating Shortcut Learning with InterpoLated Learning Peters, Ashish Sabharwal, and Yejin Choi

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.137471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.137471Z digest=sha256:2ddfc5647c7d39bcc5d046f4076acbede8355c8c9b90c9b264b9001550957918

Observation e02ad379-807f-4321-a540-6f1899ea6ab2 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.234325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.234325Z digest=sha256:2b678bb307ab1428dc40eb019f5c87dd0e958c10b8951ca0e22e96f31b791eeb

Observation 8c9e8508-8b5d-4152-bfa1-171658e260db · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-06T19:29:07.063932Z

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=2026-08-06T19:28:52.344926Z digest=sha256:ae52d2258359d31a531a813ecc1438f34e860df1ca7b8f95874e7a8b314e01de

Observation 639eb207-dd0b-4259-a555-16c926ade6f4 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-06T19:29:06.793860Z

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=2026-08-06T19:28:52.462407Z digest=sha256:abb66aca855e5c59f30ba9918a47af597ea68d144710d3588e2b1174e8af9df8

Observation 2bbd8fc8-b787-4c08-b99d-1c7892ea241d · outbound

This paper cites Le, and Christopher D.

Mitigating Shortcut Learning with InterpoLated Learning Le, and Christopher D

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.583198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.583198Z digest=sha256:de83d51cd13e935cf91cb5174a6e22a0f2c8dc6c4c1146f3495a74650e307071

Observation 0f535641-0343-44c1-9e0a-0458eb642c09 · outbound

This paper cites Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley C.

Mitigating Shortcut Learning with InterpoLated Learning Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley C

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:12.338973Z

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=2026-08-06T19:28:52.653834Z digest=sha256:71e46d00d8c20f36ed177bce136c4acd8cc7f155e84585b94ad1c03ea2f61525

Observation f4358b90-397e-471f-9594-3b4a81e0a08d · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.766070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.766070Z digest=sha256:020c337fc76df0efaf86f37145884b18ebbbdad5d798555c6d45c4153f2a7a64

Observation 62643ed8-4676-47f2-a889-0337520d70b4 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.875934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.875934Z digest=sha256:b66065b91ce4e06d65779c2bd6d7aa245ce5876a96737dc2e8565e294ad570c1

Observation a4b2e294-9deb-4c77-9432-377ea11f7bee · outbound

This paper cites Shortcut Learning of Large Language Models in Natural Language Understanding.

Mitigating Shortcut Learning with InterpoLated Learning Shortcut Learning of Large Language Models in Natural Language Understanding

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:52.957387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:52.957387Z digest=sha256:011fabaae8ef9f05378cdd987c4a3c5c9941aaf626c9304eb3a0e3beabacc839

Observation 333eb2c7-517d-440b-a37c-094763b8ace5 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.041017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.041017Z digest=sha256:39d067fae6063d3cce4592ad9a9f1d743ea35b54d75a904b12e6b2f554438449

Observation cf854a16-9434-4c72-91eb-249c17cc5902 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:12.123246Z

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=2026-08-06T19:28:53.170611Z digest=sha256:f07913d62a145a98697f2e5c4e6550c63e402355c8d9e15e2cf689502e98d1f3

Observation 5638aa27-ba59-4ea3-8f14-f93b2c2ad900 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:11.892273Z

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=2026-08-06T19:28:53.284795Z digest=sha256:10ca0847b09ecf7b39007f7d5744f77bba3079cc4c8a4c48af35177c6a154c93

Observation 3550fccb-da7b-4c02-9332-cecb69608491 · outbound

This paper cites Zemel, Wieland Brendel, Matthias Bethge, and Felix A.

Mitigating Shortcut Learning with InterpoLated Learning Zemel, Wieland Brendel, Matthias Bethge, and Felix A

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.397915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.397915Z digest=sha256:9997bfe86a5fdf75d23806708ec83b2a38503913dc2aed40991266e0efe29eef

Observation a3646850-69f2-4621-a5d1-e575d17f7568 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-06T19:29:06.529471Z

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=2026-08-06T19:28:53.475467Z digest=sha256:15b717ed0bee819ee51f8e25e49ec00a69bcf537331d1bd76fd5e2376f185a38

Observation 61c80b06-cf34-4bbf-89bf-395031c6f66b · outbound

This paper cites Augmenting Data with Mixup for Sentence Classification: An Empirical Study.

Mitigating Shortcut Learning with InterpoLated Learning Augmenting Data with Mixup for Sentence Classification: An Empirical Study

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.609641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.609641Z digest=sha256:8a4fe254efc7ee1c07b34bbb85e8b6d3a1dee5773a5b09830eb54308e45e548a

Observation 06b0a85d-7037-4b5c-8ced-bb4a7357e913 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.711792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.711792Z digest=sha256:9405f508339126c88288491ec490377dd482fc51f4fbc00dee5d69a2e2a4beff

Observation 03ecc015-5ccf-4941-94ad-c0e2b4d903ab · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.870344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.870344Z digest=sha256:dc571178c167708f52dbe6c72b998844ab57e35ba46d2952e3c591d3340db93a

Observation f447807b-2505-41ed-a07c-c262f1aa18f2 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:53.958104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:53.958104Z digest=sha256:98f65fad7c06426488113a106bc0cd4c3e6e7868a45e5ce23b6c9886b0b3377d

Observation 560697a6-da7a-462f-babc-1b75a25d06ae · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-06T19:29:06.293196Z

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=2026-08-06T19:28:54.036631Z digest=sha256:651d919356af223b0309e06e245d5cc51219a5d97c8100ead0c3f94464386a52

Observation 5fdcfe91-d4ba-4721-b5d7-a59fd5281d53 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:11.625589Z

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=2026-08-06T19:28:54.156645Z digest=sha256:1783494213c18be59b4ba6c833df40eb06ea4b3b34044304bb47f190f563e806

Observation 4a5d5e4e-4e81-4119-ab62-51c0c0687107 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 24

Resolution
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no resolver link, observed 2026-08-06T19:28:54.291430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:54.291430Z digest=sha256:5b3026b9dd72d502a9269fdad4db5afba649066e5f247476684a6233d8e44075

Observation 3515e694-2745-4717-8701-25ce88bff553 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-06T19:29:06.069453Z

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=2026-08-06T19:28:54.392485Z digest=sha256:f2a17dfb3a4f3243fd6505a38a7dda06216d40e7bbd269184cdebaac3354d054

Observation 6771a93f-16e1-4f32-9cca-70e6c0a5aad0 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-06T19:28:54.510926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:54.510926Z digest=sha256:1f4df28f2d7fe4e5f297a99f1dde49f05cc3f922e6ecff22c75884d7955f24c3

Observation 6e132b92-243f-42a9-aa8e-c67318cc8da7 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-06T19:28:54.654563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:54.654563Z digest=sha256:39994eeddb7231f93ce2875405a100df7a6e60c93b37bcc0333e9e4b0c30438f

Observation 27c83605-0343-4fa3-9ab0-e9078b9f535e · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-06T19:29:05.821506Z

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=2026-08-06T19:28:54.744295Z digest=sha256:224f038f995aeb97557d8c277bd007a1013cc52489f0af1ab12dcc6dcef37b7f

Observation 0e12e11b-af95-43d1-849f-372fdb0d3876 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:11.372730Z

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=2026-08-06T19:28:54.886711Z digest=sha256:b0a13d6ca22ba44d4c62545d1b6c77424e37efc2c1633a5885a68adb0aa0637a

Observation 4650dc29-0e59-44ff-958a-ed8de6968d16 · outbound

This paper cites Haque, Sara M.

Mitigating Shortcut Learning with InterpoLated Learning Haque, Sara M

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:11.127711Z

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=2026-08-06T19:28:55.021317Z digest=sha256:e4f41c41a98f9ed80c57979b145c1b312d169408834458bec32a8cad533139d2

Observation 73df870b-e4c4-4c84-8419-ec1d67262944 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 31

Resolution
verified exact
doi, observed 2026-08-06T19:29:05.589435Z

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=2026-08-06T19:28:55.110240Z digest=sha256:63d2e84e62357ed8a84fb08d01c636b8b56cafdc8395bc82bdadd2bbf79e8371

Observation d8f714e3-89fb-4e51-8704-c63d7b9277e6 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-06T19:29:05.293153Z

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=2026-08-06T19:28:55.215151Z digest=sha256:9c66bc92ecf36400718e79e707789a073d0a6542c3cfd014a5ec147a4856f025

Observation 25c003b1-dbc7-4d8b-ba74-842ac841b52b · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 33

Resolution
verified exact
doi, observed 2026-08-06T19:29:05.013962Z

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=2026-08-06T19:28:55.288656Z digest=sha256:2bc693f8fdbe99df5922ada34abb45474a2b9999c325066de670f21381b8e8b3

Observation 75ed99fa-f397-4d2f-88b1-e780124d527a · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:55.358368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:55.358368Z digest=sha256:ff9ee3f3018f7aa43415994900acebcb0c96814e169b0a368b9bd9bc4c9d5392

Observation f1bcbad6-a072-40e3-b63e-ef1fada2388b · outbound

This paper cites Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, and Chelsea Finn.

Mitigating Shortcut Learning with InterpoLated Learning Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, and Chelsea Finn

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:10.869400Z

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=2026-08-06T19:28:55.475464Z digest=sha256:3cda7a1130089da104dda5579183996981c12512e69530cc3fe747c641e6e91c

Observation c1205a91-1827-4db8-afa3-17fd0a15c10f · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Mitigating Shortcut Learning with InterpoLated Learning RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:55.590930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:55.590930Z digest=sha256:603cfb02f93f0e304e55ebbbb5ce8977374033bf7bef647c17ed59a2e20c1cf4

Observation e79c92d2-903a-453b-b7e1-75135fec8f06 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-06T19:29:04.733729Z

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=2026-08-06T19:28:55.718331Z digest=sha256:f9855ae5edc53e3ded03e9de49012c30dc91fcd233fdcf79093740338aa7144e

Observation f19adc8e-2446-4b16-8d9c-18b14abf963f · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 38

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:29:07.967519Z

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=2026-08-06T19:28:55.854857Z digest=sha256:af975fb4c3cb480e2cae09257925f6f191a62fe95cf2c2f98e7ee63f68a890d4

Observation 4727b2a5-63e7-4a80-8fd6-1889e4131e4c · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:55.998669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 494757f0-4181-45ef-b81d-0cd0b71646c8 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 40

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5de07bc1-5568-4359-9e9b-b69346b601db · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 41

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:28:56.258760Z digest=sha256:232e674b8e5817f85857485903e7427e309e64dcd14ecf240562be2eea5d5a3a

Observation 4786395d-3ae3-47e5-a590-ba23eb99efcf · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:10.706863Z

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=2026-08-06T19:28:56.339466Z digest=sha256:529c8ed0f774ed8c8a61568488be28ce1e26b8d3f21640966ae12e35e1397fd8

Observation 5386fce8-3db2-4e87-bf57-6156f205a247 · outbound

This paper cites Thomas McCoy, Dipanjan Das, Emily Pitler, and Tal Linzen.

Mitigating Shortcut Learning with InterpoLated Learning Thomas McCoy, Dipanjan Das, Emily Pitler, and Tal Linzen

Reference 43

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no resolver link, observed 2026-08-06T19:28:56.429729Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:28:56.429729Z digest=sha256:5de84d73e4c04e7ba987876006571a9593f7b75f69c5f6768b8e9f1adf258829

Observation 163d4cb1-c04e-41a5-9e98-2191d1976e31 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-06T19:28:56.591879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:56.591879Z digest=sha256:9835c0e22f5a69bf0f46c77509018479e8ca901ca345a1aee4af37f6625a34de

Observation 345fbdad-a7ad-442a-867e-1410da3c10f7 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 45

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:56.700540Z digest=sha256:61b0dce6c1c4998900a360d4f437c1e635a6f6ab3ff65b9c88da042ea0c8eb44

Observation f563ca69-d7e3-4837-98ed-3da23c57b131 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 46

Resolution
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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=2026-08-06T19:28:56.814749Z digest=sha256:493cca7e2ecd68a17f177b77347f38c3a0fe947100c19171b6b134bfb9ebef5d

Observation c60947e7-50c7-4cb9-9657-d9f9190fed92 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 47

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:28:56.963158Z digest=sha256:486db9733c34603b372a58536ca2f9bd2fa4ad3cf6ae0716dfff690f77a88a72

Observation 512b2b79-4579-4e1a-852d-f14f2e8a200e · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:10.474730Z

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=2026-08-06T19:28:57.088888Z digest=sha256:ab98896bd5ba01dc7f03fa65aa481c902bf1028d1124da6de4e5cd697d5949e9

Observation bd154661-5b36-4f5b-bbe2-f8652209216b · outbound

This paper cites Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy.

Mitigating Shortcut Learning with InterpoLated Learning Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy

Reference 49

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:29:03.606136Z

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=2026-08-06T19:28:57.198445Z digest=sha256:c6af4cc55bffe9afc3fb8bdd0259782f4cae846b755b5bdaf91d13b260f9c569

Observation 5764b72b-595c-452a-9ee8-d9ed02fd5861 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:57.334674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:57.334674Z digest=sha256:86cff88a30fedc7e826fd3b1de708c16c6093bc9445441b06df808fc6eb1632a

Observation 62eb5197-9916-4827-b158-a4f931803ccd · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:57.469172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:57.469172Z digest=sha256:ae7b111afeab38be47f3fe78c71af304f31006e2c6b8da90dfd4cd838fd7b5c6

Observation c5d8b2d9-17b6-41da-89c2-5ccd0b73c7e9 · outbound

This paper cites Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

Mitigating Shortcut Learning with InterpoLated Learning Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Reference 52

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no resolver link, observed 2026-08-06T19:28:57.592151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:57.592151Z digest=sha256:2329c15b471b4052b43ecbbc2048428c3635117f2b3891e80c51f3f6167f0bb8

Observation 4ef13493-db1e-41a1-a38c-997447cfd144 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:10.262661Z

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=2026-08-06T19:28:57.689252Z digest=sha256:a3004b3015f7911f366174aaba9c149ecdee0560e8f813e84d6b1911b566af72

Observation 6b482006-c18c-4fc9-b487-c1867f249b06 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:10.054188Z

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=2026-08-06T19:28:57.797100Z digest=sha256:77ac3464e42f9a8fc14392689ff1c7be93d1bcfc0fa27a2e0217d736788b3e8c

Observation 9f123d25-cd1d-4bcf-84e1-3b70d56768df · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:57.957545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:57.957545Z digest=sha256:01fb2beb2e748400666015fb151f1297a6b6c5a1b07e118701fc3204b2bf0396

Observation 9f3412b4-7d71-417a-ba17-2178234d90e0 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:58.073609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:58.073609Z digest=sha256:b26e5a3534a1d95e4462e6d1ca0dc9e11bcb95b8c41817a43c730cd54dc0cba6

Observation 8936fe11-fff0-459b-bc0d-56a47e94077e · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-06T19:29:03.393736Z

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=2026-08-06T19:28:58.160578Z digest=sha256:656887d25e4713b6186fda381751ee34fdb85c19a393710956b7f07fb6d2c457

Observation 94d443fa-ca6f-4d90-970e-779aacfcf43c · outbound

This paper cites Smith, and Yejin Choi.

Mitigating Shortcut Learning with InterpoLated Learning Smith, and Yejin Choi

Reference 58

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no resolver link, observed 2026-08-06T19:28:58.268463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:58.268463Z digest=sha256:3ef73c20a9804fbc51df5d87391fa964f6a287041abffe9cd2ff8954b6c74bc2

Observation ef4f9444-1c6a-4ab4-8583-aac3762a711b · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:58.404890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:58.404890Z digest=sha256:2040572d2571e9421cf2671534b813b840ab06496e7081180ebb0a140d917b40

Observation 4bb5b0d6-cbf8-4a06-94c9-2aa722090a2c · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-08-06T19:29:03.117715Z

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=2026-08-06T19:28:58.511382Z digest=sha256:d05ab075b6403aa1b7aae1968cb18117a480c9b27b317f51747ab14404b660f5

Observation ec5609fc-47de-4efd-960e-8e5b4c1d2938 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 61

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:28:58.650724Z digest=sha256:f94eb54ba5eed2c0e9fe8ca90600915c872e0bdb2ff66ca039747acadaba9b14

Observation 139518f6-b1f5-46dd-b127-2a07d34d1a61 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:09.822566Z

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=2026-08-06T19:28:58.798933Z digest=sha256:5ec1939edd3a0eea2187962c610e9d2bf1c119c6e8be9b81d04751e598b53d6e

Observation f644a05b-6a93-4cc2-aacd-4d111b2a39b7 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:58.887430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:58.887430Z digest=sha256:59d9ace65063913d1c502e65633471480b7d645333e6e6caa0d0193089be9a42

Observation dbe0b84a-734c-4a70-9008-1ab2ec6e9789 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-08-06T19:29:02.601861Z

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=2026-08-06T19:28:58.987364Z digest=sha256:66962cfa882a68c4be72bf40db1d31f835ef3fbf1d53454f817ec566caef830c

Observation 90259fdc-562c-4d23-90f5-ed28485d4e03 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:59.141323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:59.141323Z digest=sha256:60b0a4b2f30c9238efc7ff0efdfee80946173d4b509bcab2e6b3ec6a69050202

Observation 746f4795-463d-4fb9-b7e2-e5d821d081a7 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:59.277231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:59.277231Z digest=sha256:902315edd04924b852c6e5dea8d0e1cd3f7d05124c1c7692eb642c3e83e651d1

Observation 45a567a4-0140-443e-b5a0-48c5a9b201a5 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-08-06T19:29:02.407659Z

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=2026-08-06T19:28:59.379001Z digest=sha256:8ffdf268dfe6e176b7fd17df99e54efc20475e9b69299d178a93066916150d6a

Observation 032cc0fc-57d4-4330-b606-3d6083cea3e1 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:09.576505Z

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=2026-08-06T19:28:59.469586Z digest=sha256:0b66ccf7cba2f499dd2dc637031ee9dd3a622eaead551bf04851a21c1093c703

Observation 283e097d-b465-4567-af2f-f1c5f5d26fe3 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:59.599482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:59.599482Z digest=sha256:5e9106e2e52822b023f3ae459ba61f3ed31755680a28a6ba9cbed8a1e0ab226d

Observation 913e9a38-a703-4b3e-aff5-ffbcc1386cb2 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T19:28:59.705422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:28:59.705422Z digest=sha256:ed8468d179ae9d1641342a0886de4064bf0f72f2820b48ac93ef5cba135459fa

Observation c5cb7138-1aae-4c10-bd59-8f79aeb7ebc8 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:09.384643Z

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=2026-08-06T19:28:59.798297Z digest=sha256:ce2871cd7f962af38549832d0f0f0ab6a54f472ed1da8ee5fda7e90f93e23940

Observation 79d37c5f-95fc-4b21-beb9-4db3e0c3f8f3 · outbound

This paper cites Carbonell, Ruslan Salakhutdinov, and Quoc V.

Mitigating Shortcut Learning with InterpoLated Learning Carbonell, Ruslan Salakhutdinov, and Quoc V

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:09.100547Z

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=2026-08-06T19:28:59.900551Z digest=sha256:80b7e6a10a207ca1539ad0785faefea365f4312de3682d180ba52f3e008aba3a

Observation 0a43fadd-2794-4cd5-8274-2afae4d0afa0 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:29:08.824897Z

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=2026-08-06T19:29:00.020900Z digest=sha256:d2903ce724f9217c6a576faf946a3352b9e9afcec4b992140b22460b40301ae4

Observation 7d738a5d-7956-486b-8277-555e0ec60d99 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 74

Resolution
verified exact
doi, observed 2026-08-06T19:29:02.057130Z

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=2026-08-06T19:29:00.184157Z digest=sha256:07a39539313bdea8a8b7a7efc02ab32a45f09a22ce867e546554e7f995857884

Observation 2799f333-6194-40bc-a666-2d740de2ec3e · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 75

Resolution
verified exact
doi, observed 2026-08-06T19:29:01.760321Z

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=2026-08-06T19:29:00.304918Z digest=sha256:07625d3a9a0fc43a21dac603ddd1174315febedd25b979aac0f2849af8905577

Observation 5603f100-29fc-41a6-ac28-ec08caef4713 · outbound

This paper cites Dauphin, and David Lopez - Paz.

Mitigating Shortcut Learning with InterpoLated Learning Dauphin, and David Lopez - Paz

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:08.598578Z

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=2026-08-06T19:29:00.395901Z digest=sha256:d791101c1370dedf75e99e8554dd71cafb73ffdf81b0546d0571cda467eccc96

Observation 68f9e04e-b330-4906-9c90-a16ebafa3740 · outbound

This paper cites Zhang, Chelsea Finn, and Christopher R \' e.

Mitigating Shortcut Learning with InterpoLated Learning Zhang, Chelsea Finn, and Christopher R \' e

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:08.384517Z

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=2026-08-06T19:29:00.522412Z digest=sha256:16eb08f7a59db571e486cb728ea587f54f84eea859aba2475b7cd5534a35e465

Observation 630bcc13-f0db-46af-a04e-c27bb6cded09 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 78

Resolution
verified exact
doi, observed 2026-08-06T19:29:01.449513Z

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=2026-08-06T19:29:00.664692Z digest=sha256:258222c67622fdcbdcc6f5208d9055b4cabf181e69ace27e569eae256c69d5ed

Observation 75d08431-305d-4c16-9026-9dd93d941b6c · outbound

This paper cites MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture.

Mitigating Shortcut Learning with InterpoLated Learning MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:00.823761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:29:00.823761Z digest=sha256:f31d309437353f0f8a185e61d8e4597161184ca5fb87b4cf284982aa0deaad5e

Observation d62f3635-8b13-444c-855c-d1ec8e3e73e7 · outbound

This paper cites an unresolved cited work.

Mitigating Shortcut Learning with InterpoLated Learning Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:00.978411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:29:00.978411Z digest=sha256:715d72f79dfdc968e5108d540a736959c8cf50915c30fe431cca6c6375bb48bf

Observation d7956498-7c9a-4390-a431-a9b1d46cbca5 · outbound

This paper cites online" 'onlinestring :=.

Mitigating Shortcut Learning with InterpoLated Learning online" 'onlinestring :=

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:01.076892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:29:01.076892Z digest=sha256:41da747b397bce4e6f951f6ca157dec9ba83ec841d506b99281772d0713beef5

Observation 67b07269-d307-42fc-8f7d-7719d67777f6 · outbound

This paper cites write newline.

Mitigating Shortcut Learning with InterpoLated Learning write newline

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:01.188254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:29:01.188254Z digest=sha256:dacdd94096de3fbcc8a90b377d86008fb17c1a78becd0f93d00724a731a3b0a3

Pith citing papers

No inbound Pith citation observations are available.