Paper Citation Record · LEDGER

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation

As of 22 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2507.18366.

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

pith.paper-citation-record.v1
2507.18366 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:18:21.046829Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T16:59:43.458733Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T17:08:42.839650Z

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy15
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 004282be-1972-4d5b-9f52-778bfdbf8009 · outbound

This paper cites In: 2015 IEEE 14th international conference on machine learning and applications (ICMLA).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: 2015 IEEE 14th international conference on machine learning and applications (ICMLA)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:23.104530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd1848e5-9caf-4c6c-9631-c0ebdcf92566 · outbound

This paper cites In: International conference on machine learning.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: International conference on machine learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.517186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db428037-1624-49b7-86e6-d3ed16dd70a8 · outbound

This paper cites In: Proceedings of the 41stInternationalConferenceonMachineLearning.ProceedingsofMachineLearn- ing Research, vol.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Proceedings of the 41stInternationalConferenceonMachineLearning.ProceedingsofMachineLearn- ing Research, vol

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:23.041682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9bfcdcfc-025b-4343-b0ea-a5195110d454 · outbound

This paper cites Pattern Recognition Letters 27(8), 861–874 (2006).https://doi.org/https://doi.org/10.1016/j.patrec.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Pattern Recognition Letters 27(8), 861–874 (2006).https://doi.org/https://doi.org/10.1016/j.patrec

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-15T18:18:20.637595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645f6583-b25c-4b4f-acb6-ac26be57d624 · outbound

This paper cites In: Graham, Y., Purver, M.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Graham, Y., Purver, M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.642749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1969138-266c-4713-960b-9f0c1535d4f1 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2024).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: The Twelfth International Conference on Learning Representations (2024)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.991008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 34d9cd24-3aae-4d3c-8bac-75d1f2ca087b · outbound

This paper cites In: Proceedings of the 25th In- ternational Conference on World Wide Web.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Proceedings of the 25th In- ternational Conference on World Wide Web

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.653585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99fc6a4d-defb-40eb-837e-e3c757fec346 · outbound

This paper cites an unresolved cited work.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:18:22.972943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1bbb2551-00aa-425b-bf8f-d739a3ecc494 · outbound

This paper cites In: Proceedings of the 41st International Conference on Machine Learning.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Proceedings of the 41st International Conference on Machine Learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.931603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 92279f91-bcbb-447a-aee5-540d9e1c15f5 · outbound

This paper cites an unresolved cited work.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:18:22.915241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 686ccc5a-0061-4001-bd67-7e365edad99a · outbound

This paper cites an unresolved cited work.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.674317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40dc2dc1-f34b-4b87-9ebb-949096457609 · outbound

This paper cites Calibrating LLMs with Information-Theoretic Evidential Deep Learning.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Calibrating LLMs with Information-Theoretic Evidential Deep Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.678711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4a4b5e9-3f84-414c-a979-4f1e26aad455 · outbound

This paper cites In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.831203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 21ef2652-6aff-4e5d-a58e-247ff034e64a · outbound

This paper cites Springer (1996).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Springer (1996)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.814738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a2a954b-5a22-434d-87d0-a1f25df87c6a · outbound

This paper cites In: Sixth Symposium on Advances in Approximate Bayesian Inference - Non Archival Track (2024) 18 L.S.H.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Sixth Symposium on Advances in Approximate Bayesian Inference - Non Archival Track (2024) 18 L.S.H

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.798834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23c348b1-9162-4e5e-8de9-e0a9e7db5e22 · outbound

This paper cites In: 6th International Conference on Learning Representations (2018).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: 6th International Conference on Learning Representations (2018)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.717975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4677df23-1c37-4936-95ca-46a7877c68e5 · outbound

This paper cites In: Proceedings of the 32nd International Conference on Neural Information Processing Systems.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Proceedings of the 32nd International Conference on Neural Information Processing Systems

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.701255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3847a8f8-b3ea-4f2a-9098-c2307239c553 · outbound

This paper cites In: The Thirty-ninth Annual Confer- ence on Neural Information Processing Systems (2025).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: The Thirty-ninth Annual Confer- ence on Neural Information Processing Systems (2025)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.567002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64ee5f60-000a-4895-9d76-b34e032ad0b3 · outbound

This paper cites In: Yarowsky, D., Baldwin, T., Korhonen, A., Livescu, K., Bethard, S.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Yarowsky, D., Baldwin, T., Korhonen, A., Livescu, K., Bethard, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.459381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9b3d346c-f242-49e2-a541-b5f46b7c0465 · outbound

This paper cites Revisiting Uncertainty Estimation and Calibration of Large Language Models.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Revisiting Uncertainty Estimation and Calibration of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.760827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101efb4a-a792-4897-b558-a14d144252b5 · outbound

This paper cites In: Ku, L.W., Martins, A., Srikumar, V.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Ku, L.W., Martins, A., Srikumar, V

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:20.882529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ae90fa-df78-411d-b917-72b5e904960c · outbound

This paper cites arXiv preprint arXiv:2505.19060 (May 2025).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation arXiv preprint arXiv:2505.19060 (May 2025)

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-15T18:18:21.610321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa3a48bd-c281-4485-8816-d86857c9f9b7 · outbound

This paper cites arXiv preprint arXiv:2505.11731 (2025).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation arXiv preprint arXiv:2505.11731 (2025)

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-15T18:18:21.413736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fb6e0ef9-6194-4985-96ee-ed74e933d98d · outbound

This paper cites Grundlehren der mathematischen Wissenschaften, Springer Berlin Heidelberg (2008).

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Grundlehren der mathematischen Wissenschaften, Springer Berlin Heidelberg (2008)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.440834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c00059a3-776f-4b2b-882e-38778120fc30 · outbound

This paper cites In: Kiyavash, N., Mooij, J.M.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Kiyavash, N., Mooij, J.M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.276727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9108600a-005f-4043-a9d5-3c1a22d4d0e8 · outbound

This paper cites In: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J., Zhang, C.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J., Zhang, C

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:21.026659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cad8dbe-a682-43eb-a017-5478676a0b4d · outbound

This paper cites In: Proceedings of the 28th International Conference on International Confer- ence on Machine Learning.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Proceedings of the 28th International Conference on International Confer- ence on Machine Learning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.258951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9d488475-94f0-4820-808e-054a1e89a4f2 · outbound

This paper cites A Survey of Uncertainty Estimation Methods on Large Language Models.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation A Survey of Uncertainty Estimation Methods on Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:18:21.036255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32ac942-b282-4635-8768-358dc30b765e · outbound

This paper cites In: Kim, B., Yue, Y., Chaudhuri, S., Fragkiadaki, K., Khan, M., Sun, Y.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation In: Kim, B., Yue, Y., Chaudhuri, S., Fragkiadaki, K., Khan, M., Sun, Y

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:18:22.108497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f818039-c5a5-471e-b8c2-771e36507eab · outbound

This paper cites an unresolved cited work.

Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:18:22.008565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 8e17a7ed-13aa-4fbb-ad9a-733d9b7158f5 · inbound

Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation cites this paper.

Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:18:47.796029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.