Paper Citation Record · LEDGER

Surprise Calibration for Better In-Context Learning

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.12796.

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

pith.paper-citation-record.v1
2506.12796 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:49:40.214128Z

measured 47 of 47 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

47 of 47 outbound references displayed

verified exact2
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5ca25af-4d58-4ab0-b55c-ad5b089de4d9 · outbound

This paper cites online" 'onlinestring :=.

Surprise Calibration for Better In-Context Learning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:36.790885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeed939e-5029-40d6-b4c7-c1a404dd37a7 · outbound

This paper cites write newline.

Surprise Calibration for Better In-Context Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:36.835153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67e1444-b14b-47ee-b0e2-0f0e5077a855 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.880802Z

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.

Observation c3ccb70b-9608-48b0-b31a-212c57202e40 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.716093Z

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.

Observation 4bf84759-d3a6-461a-8b72-448da92d47f9 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.573481Z

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.

Observation 442187f5-046c-471a-bf67-805ee5e58b35 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:37.106677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e176a7da-df19-4d5d-aaf4-bb029084aaa5 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:37.180151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae87caeb-6a82-449e-93d7-190b4cf0d32f · outbound

This paper cites A Survey on In-context Learning.

Surprise Calibration for Better In-Context Learning A Survey on In-context Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:37.244761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2968152e-04ce-40d1-a266-02f813b9dcc5 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.437642Z

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.

Observation 5febf294-0b70-40ab-9658-7d4b5991c979 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.293712Z

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.

Observation bfb181bb-915d-4989-8840-f4066b212da2 · outbound

This paper cites Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective.

Surprise Calibration for Better In-Context Learning Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:49:40.766596Z

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.

Observation fb3eb0ae-08a7-4e75-8b4a-65241c535079 · outbound

This paper cites Prototypical Calibration for Few-shot Learning of Language Models.

Surprise Calibration for Better In-Context Learning Prototypical Calibration for Few-shot Learning of Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:37.546662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e43a35-07ed-4359-87bc-01a2379f1c03 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:43.156599Z

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.

Observation 030cb61b-3973-4105-9a94-4a84fffe7fec · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:37.758999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ebb92a4-5aec-4b42-8cc2-39f76f141d1c · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.977150Z

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.

Observation 2e0e8749-0938-45d2-a7e3-ec6d22765f36 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.827229Z

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.

Observation e203a2f4-1338-48e8-89a3-6829c384fac5 · outbound

This paper cites The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design.

Surprise Calibration for Better In-Context Learning The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.000946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4760b5d9-ba87-4b1a-b3d9-f6e58c022e96 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.675053Z

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.

Observation b241d6b8-b894-4b28-87e2-225ad114abf8 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.511213Z

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.

Observation c860e59d-614c-419b-979a-6b03d5aa5bd6 · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

Surprise Calibration for Better In-Context Learning Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.237795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cccdc65-8d4c-4a93-9c75-2ebdd7823be1 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.323200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611acc23-76a5-470f-918c-bd9e37e92915 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.391064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6703978f-3007-4b2b-9f04-6f2dcba660cb · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.462012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8c4f37-0f8a-4d6c-b47f-2c54a12fa078 · outbound

This paper cites In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

Surprise Calibration for Better In-Context Learning In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.521648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0e438a-7602-4523-ac23-0a36301b1979 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.366105Z

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.

Observation 8746ae8d-4351-4074-adb7-3a74fd4df104 · outbound

This paper cites Revisiting Demonstration Selection Strategies in In-Context Learning.

Surprise Calibration for Better In-Context Learning Revisiting Demonstration Selection Strategies in In-Context Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.691903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f6d2bdb-e0aa-454f-8ba3-a01b9989c08d · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.767624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da544af3-06d5-4e47-8b3f-82b21a1ad16a · outbound

This paper cites In-Context Learning with Iterative Demonstration Selection.

Surprise Calibration for Better In-Context Learning In-Context Learning with Iterative Demonstration Selection

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.818636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c471fd26-b26b-4513-bf71-7af7f36d6aad · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.869198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed0a78cd-79ed-469f-af9a-48320a8c5cf0 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:38.933459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6959d221-584d-4db9-b8ec-16c4c574decf · outbound

This paper cites Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning.

Surprise Calibration for Better In-Context Learning Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:39.017932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394e707d-b32e-4d35-ad62-0a41b2f0199a · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.197160Z

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.

Observation 35beb8d1-a3b1-48a7-828b-964e03c6af41 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:39.170897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a5c9df5-4aa0-4130-8ddc-2d9fe53f6ede · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:42.035207Z

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.

Observation d1c92669-83bc-445b-b6f0-9e37f86a3dff · outbound

This paper cites Theocharopoulos, Panagiotis Anagnostou, Anastasia Tsoukala, Spiros V.

Surprise Calibration for Better In-Context Learning Theocharopoulos, Panagiotis Anagnostou, Anastasia Tsoukala, Spiros V

Reference 35

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:49:40.599676Z

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.

Observation 7061074c-78e5-4562-adba-ef15696888e2 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.884206Z

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.

Observation cfb03948-ffbe-49de-9cac-03441c32e3f0 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.739618Z

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.

Observation 99c54f67-4cb6-4dd6-bc87-8b28c5c98bb7 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:39.537198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b8abda2-2ceb-4799-9174-7dd3566b50a4 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:39.619697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eaf9a5b-8f87-4b7b-9f66-8571559c680d · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.583301Z

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.

Observation fc29e0f4-71c8-41e3-a7ee-fb9870b49bb9 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.416834Z

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.

Observation 275604ae-98ed-42d6-be8c-01f8a6e78ca0 · outbound

This paper cites Qwen2.5 Technical Report.

Surprise Calibration for Better In-Context Learning Qwen2.5 Technical Report

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:39.848568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a98cf5-7777-4e10-87b2-d762aae5e46f · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.272105Z

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.

Observation 8ade06c0-bf19-42b7-bcd7-21c24e88d576 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:41.120409Z

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.

Observation 6dfe4dca-40a3-470b-8742-228f85f260c7 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:40.071031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0a2572-3b13-4d5e-b6f6-63bb63c60d06 · outbound

This paper cites Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering.

Surprise Calibration for Better In-Context Learning Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:40.146988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd562fe-c42d-488f-ab7f-994f2ace1fa1 · outbound

This paper cites an unresolved cited work.

Surprise Calibration for Better In-Context Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:49:40.949586Z

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.

Pith citing papers

No inbound Pith citation observations are available.