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Paper Citation Record · LEDGER

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation

As of 20 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2508.15429.

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

pith.paper-citation-record.v1
2508.15429 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:57:32.631933Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

75 of 75 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved62
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acabb0fd-434a-49df-9e9d-b959961e226a · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:42.178245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.243022Z digest=sha256:afa17f6cdf19e45a1e54e3958ef6b44189dcc30d1770ce1ca12ef943fc120151

Observation e1eeaed4-6ef1-46a7-b6eb-b492dfdd5088 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:41.997842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.249119Z digest=sha256:129fc4e88bb43f572351d3416cf4eb293eae980eed30b3ce6d0fa5e697780262

Observation e1de4e02-3412-49a7-9cb8-71017625f5df · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:41.731016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.260119Z digest=sha256:294b50fe32611c3ae38800eedbf9abb8ffc8544d4222b72bc562f6cfa262ed42

Observation c10ba1a1-3bb2-46e7-9601-327a444f921e · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:41.555398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.265790Z digest=sha256:44286dddddc561605961264b5272404fe44a206010534406e970c32907322066

Observation 4d40ba64-a9e4-4823-8020-9045121195db · outbound

This paper cites BEATs: Audio Pre-Training with Acoustic Tokenizers.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.271114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.271114Z digest=sha256:475a75ebe607a6c6be1a00d7fac50424b59ddd3b03e69006bce8252eea016755

Observation a448ddef-b61d-49d3-b2d6-9609f901cf70 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:41.289378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.277572Z digest=sha256:fa562434d2e78c7b1abcd1f0c1a0589e420507677f00c7d45db1f0a547f09632

Observation bb9e0da2-b7cd-46e6-90e6-4a649f82b500 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:41.128845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.282751Z digest=sha256:a05182e8f415e4046b27ea01ef1baee314a7c82cbcbcf456ba9b4d47934a8f98

Observation a0a23dc0-bc75-4ba8-aa18-2fd2779099d6 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:40.987304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.287611Z digest=sha256:43cbe483ac09038fc6eae05027c1cfb962f85c0a9de1edc4f5456b003d0d2423

Observation 118cd360-8e56-46f2-88ca-fa3badefefc0 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:40.710355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.298212Z digest=sha256:0a31f4679baf4a10b6aa77891fec1660e7840eac4ed1dce9a984665000dbdd84

Observation c8870f3d-184a-4b84-a865-6b051f660f5b · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:40.559278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.303772Z digest=sha256:d7a048078dca8c793731e8c5187a1a7ad85946461a273217bb449beae10fed9f

Observation b1cc7bea-cfb2-40b9-8bcc-fe983bf42f63 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.315110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.315110Z digest=sha256:b107618a612d1f5fdee40b8a8db951415f5f53460cf837f3234e7ec79fb0a9fb

Observation dc50fd23-d43e-4085-aea5-4e11239e2bad · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:40.246901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.320469Z digest=sha256:08fbb9eac1055c7f1e8e1514c578ed08a0aa7c72630a615760015714b61c0097

Observation af30ad66-cbc0-4c9b-867c-978327d89ef7 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.330987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.330987Z digest=sha256:85fedb1acb8634411021797c3e090460f1d1b76cd711006707a78921571044ed

Observation 7cf88543-53a3-45b1-934e-a9bb2ecebcbb · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:40.102244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.340589Z digest=sha256:a5156542bcb17e2dfa97c7e73a093015d23b8630e6467f7637ca71189a4b5e66

Observation 15901ffd-802f-4228-bfd7-9f4baf7f2589 · outbound

This paper cites Gemmeke, Daniel P.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Gemmeke, Daniel P

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.345796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.345796Z digest=sha256:760790878d2a151a3d8e9a14398c27d1adaefb1a9ea2e3c9b196df503d1fa7c7

Observation 15f87588-b993-411e-aa77-95e942156763 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.927453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.350568Z digest=sha256:a54de1c4fb2fef0d543525837f642c1a6ac92a9be224a9ffb68a023403a8ed42

Observation c658378a-e7f4-4bf2-9875-fddb022f2ab2 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.810816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.355968Z digest=sha256:25affec06478858835df481d3ae09c643d6a40b15d71c63792c76fe7db990f4c

Observation edbd03e6-339b-49f9-a67a-7b9f59e5c02e · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.366295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.366295Z digest=sha256:add9ba0412a1ca36ac63fa0a0c9e0ab336798d61fb290ec7764e96713f84764f

Observation b0144bfb-c1f4-4c59-b1ac-d9e31d20c5a1 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.547704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.371017Z digest=sha256:62733c82ff7a6583bfce04f68214161030603f75fac671dc3637d0c6d6fcb970

Observation 86ac593f-71f5-4183-a65f-c7b1f53f0cd2 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.375833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.375833Z digest=sha256:862f440c5ff129f5c82332ce868ed2ddc92d6c488712468fc3aaffcef70efa95

Observation f449fc94-a2e5-4a08-b368-e085a41c1df3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.380511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.380511Z digest=sha256:6c14c04c42189fdaae3fc64eb03b893c91d86096da92ccbb78fa96a3eb4fa197

Observation a81b7bd2-6364-43c1-9047-3cac0aa5c8b9 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.401711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.386043Z digest=sha256:9763cdbac5047eb4d5d1ffeeece0d7696f2f59a10f3c33cc3b2b31a9ce9d53c6

Observation 158fd6c6-1689-456f-a4e5-44a3955df33f · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.390622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.390622Z digest=sha256:31b2080d6d2cadaa3787eb2a42f78f65b0298547be1c462e48d15aabb0278d49

Observation 09acb278-2eee-4794-b618-f536ad03cd87 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.245066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.395023Z digest=sha256:61b602282ee43647be4dfcf53f57d7fcb81f0db9367774dec27878ecfc1023b2

Observation ce8d0498-93d3-4eb1-83ac-473de63a1088 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:39.087077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.399491Z digest=sha256:4e05eed8b43fb1602ac3e8c38b563724941752b9f00b462db8c356328d64a07f

Observation b268e203-4c20-4777-991c-1b830b842ded · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.404378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.404378Z digest=sha256:d13c03bb3f24a7a2887138efb175d43acbc916c43c794718af3bbf641db4dc6e

Observation 9fb19d09-f648-4bf5-b1ce-e0db0f864396 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T17:57:33.687111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.409153Z digest=sha256:7358410d36c330d2e7293f57bceea895ef7c7c0fde2cc519a13ec18bb816444d

Observation f6c5be65-60ce-4779-a89d-0c86a134b549 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.881354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.414218Z digest=sha256:8d1ff4081606813a707ab1cdd800502d4ecc51ea4fb4af9390fa0e621147141f

Observation c5ae051d-ec0e-4e45-8bd2-f4eb86ac81a2 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.728620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.419681Z digest=sha256:e6de8dd44abdceae8793028cb9a5d4ae2c00197234a85a9b8116a2fe8a4702f6

Observation 7b80e47e-6828-4105-a62e-68cdb76fa36a · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.609839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.424578Z digest=sha256:32635e839c1e9455ad91cecbd2cf121d607b0524ee957513c51cdfa4fac5d75d

Observation 0a81d14e-8e41-4288-9751-79128aa99b38 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.491135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.429497Z digest=sha256:26ad810d3f271b5fe13eaeab19087426a4e93fad820feaf9530526284ab982a5

Observation b1c77b3b-4ccd-4041-b358-09d2ecd92860 · outbound

This paper cites Lanzendörfer, Constantin Pinkl, Nathanaël Perraudin, and Roger Watten- hofer.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Lanzendörfer, Constantin Pinkl, Nathanaël Perraudin, and Roger Watten- hofer

Reference 33

Resolution
malformed identifier
no resolver link, observed 2026-08-05T17:57:32.435085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.435085Z digest=sha256:1935ffa362a299d8dc6eb00f1e99cb96a0b90a85cea6a8f98671d5b9065ff790

Observation 992b218d-dc17-477b-86c8-b3c237c95200 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.349353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.439898Z digest=sha256:a53b8182ab48e39f2220a01152f3eef789f2649353dc684657fe930b98470638

Observation d0eeebc0-dba3-4a69-9925-3672d0bf7184 · outbound

This paper cites Plumbley, Huy Phan, and Em- manouil Benetos.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Plumbley, Huy Phan, and Em- manouil Benetos

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.455365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.455365Z digest=sha256:01a28dffa783ff365ae26746633a2b42fa98639bb3be2b3c24c5cbcbb813a3b1

Observation 1e740115-aee0-4274-bc5b-b6e4504672db · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.459812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.459812Z digest=sha256:c307a7bd81a25f3261d8fabffa8d7a21d946145ffb047d2f67d6a38729101a8d

Observation bf74e29e-3d50-40f5-a26d-87ad37a77f16 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:38.099327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.465069Z digest=sha256:318dbc848e940e290f6e0634ff2536b578f467d2a4fda4150a603c5a76533037

Observation c5c555e5-0de1-4b80-a5ab-728dde676835 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.973883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.469962Z digest=sha256:8721fac77aa2e8cb30070a9f5ab92cc97a67af69e41326061019bd9463b5fdac

Observation e8429632-6ae3-42b8-b890-333e404a7779 · outbound

This paper cites ACM Transactions on Asian and Low-Resource Language Information Processing 22, 11 (2023), 1–20.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation ACM Transactions on Asian and Low-Resource Language Information Processing 22, 11 (2023), 1–20

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:38.208202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.445083Z digest=sha256:2b3d5b3901a8f424c0c4a4b210f023a2a3bcdec7cf9179d0d9022fbdf3ffc8b2

Observation e39b93f5-3053-462b-926b-43f9309f0cae · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.847832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.479675Z digest=sha256:01e22a528e087fb13f2d73625a415ac7d0876df212ca8ad590e8b546549e7aa4

Observation c3877a02-0ec4-4f7e-8615-2f7ed5199394 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.690411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.484514Z digest=sha256:f837d5ae494e4eb31fe85566049146e4a433ecd24cec6ba646c9be77b26a7618

Observation de0da488-3416-4934-925c-0749519306ec · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.590492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.490227Z digest=sha256:99bb46df438f80174ebf31579789ee40ed910db1c85144a663e5d34014351a44

Observation 62e8e97d-63e1-42c2-b61e-620b0249017e · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.449106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.494584Z digest=sha256:ba0c7356182906d504fef9795c46528c3b6815f561b27a363fbded4f0aa1b0ad

Observation e4fc53e6-7310-4899-8993-ecc1387ff13e · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.316649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.499640Z digest=sha256:467d046ae8c213ed4b4d20fe638be38d5a7fed263a225481aa488f4a3ac33fc2

Observation 7246eb77-a432-4e3a-b245-09f3fe8314fd · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T17:57:33.364721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.474906Z digest=sha256:1f22a7815f2aad30eab77363a68c9953fe09f305f6dc903d4664aa1ff5a22573

Observation 0f78c35f-1121-4458-989b-91a79c2f90ca · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.091066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.509324Z digest=sha256:14c3a0235ed9c818e64d6c36136c63eec87c6c023b7f3bf5a76b220d8ae7c1a7

Observation 43b5217a-eb57-4dc0-b78b-56eab8c56b21 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 48

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T17:57:33.208208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.513725Z digest=sha256:52b8ec37daaa39d439d58e699e119278f89027147165e16da71b02a44a6e332b

Observation 442cf0eb-1852-469e-81f7-82339046a592 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.518179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.518179Z digest=sha256:c78582740878f9205aa4ec538ef86d232a3e3cb73a1e240b1db0ba5655e1b6a6

Observation 49225877-ff2d-4360-a81d-93ff892b597b · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.967537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.522677Z digest=sha256:4295c6b69a57184592cf8a2e2c7604fa00aaf575f2209b77defd6284b8117f0b

Observation dc695bc0-fb98-41c3-86d4-ed69c7054368 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.847549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.528183Z digest=sha256:f05e04dca3442b0e6bd0cd3ba000993ba8640afda4c7d3420739c479125d2bba

Observation 5060bda0-435f-4a46-b561-b01993cba6dd · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:37.209906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.504589Z digest=sha256:faca41b8e0f1259111f01105bc678ff9d9c7bc0ef1a1b5e7476d686fc039ef5e

Observation f87a5f1a-da2b-49be-8c22-8b8e6aab93ec · outbound

This paper cites Chi, Quoc V.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Chi, Quoc V

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:36.567417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.539815Z digest=sha256:9b821411c4df14bdfacd2f277566f2fc41445e1a86b6c70b8e20b8256525b46e

Observation dec332f2-cbd4-4ad0-b821-9d686956b05a · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.545927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.545927Z digest=sha256:ddd2c7fc13291a0c58955951976821468602ea20c730c072116096ae6095bf45

Observation c990c7cc-2543-438a-bc9f-37bf03f6d756 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.551978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.551978Z digest=sha256:ff5d1ee28e24f4e7ce350089628cc856a1196bef8144d91dd47034bbdf5e02c1

Observation 1c10c0fc-f390-4f61-995b-9e8ce6e5e21f · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.443724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.557535Z digest=sha256:953e065a64b7cab171cabc9cfc8f42773004f551c49aae18fb8f11e9e244e60d

Observation 784c84a5-db85-4d42-a79b-9efcb66b2200 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.332227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.563071Z digest=sha256:ebefd2179501e8e31dd24fafa882516e7aa3b388e0c14133b11765d3db650a7a

Observation 650d7bf6-13b4-406e-b407-5432c0b0d72a · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.705312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.534927Z digest=sha256:38b48670cf9c5987ce27450ebec5ee49bc0e726935bfa4791c7081db99608922

Observation 9f020445-339f-4df7-ad15-56f3ac33b809 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.781084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.578638Z digest=sha256:ce5b91bf67d71cd8b8532a4fa056131458656d86ebdf433ef1e72457bd947c48

Observation 26c9d62d-a0ad-48a8-9990-792fca0cf1d4 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.635909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.583192Z digest=sha256:cf63569c91954175bddcb903da9f5bc29b20059ed63aaccd98937ad0004f76d9

Observation bb40c390-faa6-49eb-b69e-58cacd0f29eb · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.454294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.588373Z digest=sha256:5bac799d4c270beb8f2be75ea658da2c4228ce241c6733dfcdb94383cf79691a

Observation 82dd3711-c33d-4864-bf86-630ca33f98ab · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.311664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.594154Z digest=sha256:0cd394ec3a8293f6ff29c0856ccf2663ec31382aae16e1cd83a6b4115553f9c9

Observation bb2648f5-149e-47dd-8c7d-34b595ad0432 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.598947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.598947Z digest=sha256:6d9a091fdbf130c6fc4297c042e64904347122c1af433b7e425db76d6e1d3a4a

Observation 3751ccc3-14ca-4f87-8c9a-fafe079c60b6 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:36.155954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.568672Z digest=sha256:c2569ef2b7d09a3226470239c5130642238d17a82f24562cac33510f77c3246a

Observation cfab8124-2bd0-4701-89a9-ba34b002ef98 · outbound

This paper cites The Journal of the Acoustical Society of America 154, 1 (2023), 5–15.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation The Journal of the Acoustical Society of America 154, 1 (2023), 5–15

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:35.945660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.573638Z digest=sha256:b35c1239d4fde98f48ff7ba763a23ead962105374fb02fc85e6a5aeafc485434

Observation f130a4e4-d864-4f6f-9c5b-941f1c5b1e5b · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:34.871432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.612704Z digest=sha256:41d1149522acad0e0bb042bdc503803c403a14c2fbd515c34efd006151873106

Observation 9cc1b82d-b536-4d4e-ab46-2b51005a523a · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:34.730702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.617512Z digest=sha256:aa5e1303927ba7abc3327b8222313dbf80bf4b3ab328921216c38d226d821b1f

Observation a4c0cf7b-22d7-4142-95bb-e7a0846f3bf0 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 68

Resolution
verified exact
doi, observed 2026-08-05T17:57:32.670904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.622191Z digest=sha256:2351453f213bd987427ae787ebbd4334278a9181e615638140a58daf96130361

Observation f48d1709-bdab-4f6d-84c9-5e1a74db85fe · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:34.558724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.627277Z digest=sha256:11a044294d570768acfa21cc2884bba889d34f57e85b1574ef3bbf786edf7e02

Observation c283d20b-145a-49cc-bdbb-270ed7e43ebf · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.152781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.603480Z digest=sha256:2063f3fc70b24e334f8bc515a86eea5ea7b364ec05b325f157495da300402417

Observation 8fcdb6d2-ca32-4584-a06f-19a3c2934776 · outbound

This paper cites an unresolved cited work.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:57:35.044226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.608005Z digest=sha256:a6e4255e3498f062d35ff6214e4520667e3896bfcf78ae0ac9db8538035f86c4

Observation bb8ecf8a-4fdc-4b7f-a7ef-72403265fda0 · outbound

This paper cites In ICASSP 2025-2025 IEEE Interna- tional Conference on Acoustics, Speech and Signal Processing (ICASSP).

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation In ICASSP 2025-2025 IEEE Interna- tional Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:34.390406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.631933Z digest=sha256:b70d84d215829bfd09c19dc55f3aa91eff6c6885d00e961389e2bd1b93cc2111

Observation dc3f5766-fc9d-453d-8c57-3cbd72be5b54 · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing 24, 11 (2016), 2146–2157.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation IEEE/ACM Transactions on Audio, Speech, and Language Processing 24, 11 (2016), 2146–2157

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:40.843924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.293046Z digest=sha256:1bea9aeca024f6588b19dc8817a4a7ecf71a6c03c758f89288625b67a57dbfa9

Observation 6a32a715-0524-4242-8d1a-7896d4c6901d · outbound

This paper cites In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T17:57:32.325515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.325515Z digest=sha256:411924e4ec517fd957724a6824aea6ad1c0aed4d93b8314c40231450537559fe

Observation 4ea9d141-e611-42e5-adf7-36f6b338174f · outbound

This paper cites In ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation In ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 2023

Resolution
malformed identifier
no resolver link, observed 2026-08-05T17:57:32.335971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:57:32.335971Z digest=sha256:9d5914f42fa50dc2d029d6d2fa86cb375354d6194ed299f709851b332e2a721c

Observation bba6a0c1-2673-494d-ab04-c78544048e0c · outbound

This paper cites IEEE/ACM transactions on audio, speech, and language processing 32 (2024), 1803–1815.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation IEEE/ACM transactions on audio, speech, and language processing 32 (2024), 1803–1815

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:39.692162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.361437Z digest=sha256:c271cd5d15ca5f9bcffdb36dd538b921cf93d18b2bf0ad454344676d70d6b242

Observation 545200e4-6d74-4fae-bb53-0b0101e16b4d · outbound

This paper cites InProceedings of the Computer Vision and Pattern Recognition Conference.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation InProceedings of the Computer Vision and Pattern Recognition Conference

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:57:40.381355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:57:32.309542Z digest=sha256:33ee082f36b4cde682d9ed03c1fc111ac3a7d23092bd4fceabd60b8ed2af7cee

Pith citing papers

No inbound Pith citation observations are available.