Pith. sign in

Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.243022Z digest=sha256:f500448cf8a5c0db240f5ba8267203397933d09f863f7a5400464171a0edf4fe

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.249119Z digest=sha256:858fc213a28858fd1d9ba446632eac8a5bb8c60119502a60ae99fa7e9067cff4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.260119Z digest=sha256:56dfcf70eb032635c400acf2ee762777041e830a47684e17fa0fc0e063de2682

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.265790Z digest=sha256:e3431011729192a70b8a1c4a4889c2a2c86af71d93da432e3f456585f7da5078

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:d48896714ab2250c73ce75b43a50b8d6f7bfb7281f0d930c709aaaedb915d136

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.277572Z digest=sha256:517fa6ca1e92a0a08ccf54c7b98c5e05e071e042d8281b69b154945c0a64f793

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.282751Z digest=sha256:21a76a3109fe618e74bba8718c68c939981d85939117c2e016f6f8e9bffc668f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.287611Z digest=sha256:a27945b81e03d8c4240a8affcbe66241e79728ac442ef2a006594fc6ddde6123

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.298212Z digest=sha256:16af909bdbe2a3251e21ecf64a77e3b4d1e72f066a4d8ddf6e9ed49980413280

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.303772Z digest=sha256:49847c1d095e03db48d48dd6db3413552b3589ff9255543216043f431a4ff173

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=sha256:109583ce600fac25801bbad57ededf8533a673e76b49c592543f2a13bbb42fb1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.320469Z digest=sha256:cb8c04eca52404542473abb029ed1c6b368d5285c9900d5a3e897e22312440fb

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:c3997ef32bbe01e70730ad45e2859627d13aa6585feb5891d11485fbe3f622bd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.340589Z digest=sha256:54bf23b4edd2484635d25cfa60918eb4558add69d90eb387da6e3931a91a1419

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=sha256:83603bc50195be4b6643b89389aff482a25b548ef70fc0a494b9e05164e8e67d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.350568Z digest=sha256:acdec406cbc5feff3d3640841471a1258076fb900856fbf7166c2765f70fda0b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.355968Z digest=sha256:e0a4724585cb2f6e1e62a83dc07c91770917732169e4f0224a80651ba2a96f34

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=sha256:327b5aa37e7ea3c796a68db560c5c666151dc12960cf71b205137caa5db1117e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.371017Z digest=sha256:564dbf5950506659cdbf588cf3715a9d2bb9fbc13fd726b585b1009570973856

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=sha256:147d74be09a56b009170f2f6649e11f3a85119d8fd46d9a2a6ec6137ab6628a4

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=sha256:5a9a562829f089631b5b1644eedacad5fc47425b5dfe9bf43f60818f01aad941

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.386043Z digest=sha256:2a2fe6fb71489cf58f61bd81cc0e1557018c1fd3471a57bdcddd119381bd835e

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=sha256:68260d85b8550f02840a6d50ca94059a6d70c772ec67f3c811bb3b8146eefecf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.395023Z digest=sha256:1165784e79dcee262e6270bcef39cce1c46f0c402726ad86b35fbb54e48e0d90

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.399491Z digest=sha256:9b5588b7b5afa8e12177edad3e63eccef4f9d75de95aa2640afbc9679b3251fc

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=sha256:42c5bfd05d8585af2d28911291d620508bd25e49e6314645eacd2da14c41821e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.409153Z digest=sha256:fbf4e049b585b102136dec6422fef4aa651fef297013301c9bb5887676fe5d13

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.414218Z digest=sha256:6219c33e55936d939accba958bc768cc43533cfbebc75af9e0744a276f5fe8bf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.419681Z digest=sha256:aad52697320d5d317497de718afb4d7b0e4d46e6def88a3b18bc25158a1e8bf8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.424578Z digest=sha256:c3f804cf589d655ecaab4af11e362cc6fcafbf33e71ef86fd75a8aadbc369683

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.429497Z digest=sha256:51ef1c162a3f25d93d96b391edea3cb23cb9873972bcc36e939974773938899b

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:fa31187de79f3adf1b4ae9ffde44de5af4d51d6928f5ffff58444ba4ee974039

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.439898Z digest=sha256:d098a31c6e44ea43a7bfb23907d520294750b638fa7e83a3e52c1fe5df2d2a27

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:df03fdc8367c9de73468c2b5fa74cf758760a99810b621770589ce3f183a83c5

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=sha256:4dd16a54f4bc1dc94ca93982fa1c02b2aebb42541dd5c8a97aec76c9df58c2ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.465069Z digest=sha256:cc92a5b505292b105009d75136c23d1900feda9f6fb2558b8d613783e083ea09

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.469962Z digest=sha256:e5a2371c1c574a21685d434b1ff8f346c7d8039044148ecd313a36d6b52737c9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.445083Z digest=sha256:1a615c41cdf25dd4a162f31c1f520571d5ba307cf03967f0c3d49cec95c1281f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.479675Z digest=sha256:da082d2afacfccca2170164829ab870c63440cabaf6954b9fa22f9633c676c74

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.484514Z digest=sha256:d037354de0c5547defdc066d8c8cba9a5172ed996a71f721a56704829870c57d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.490227Z digest=sha256:378e637c66bbb42b5682e1f35fc14f44873b2cbeb1b006f51a3907730d964370

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.494584Z digest=sha256:c680deef4215bb75e3997c37330b9d0d91ba9dfce747cc380f474899b78fc522

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.499640Z digest=sha256:22e058d0b219b12879915c6f8d041b56675134153e0f8fdf9cbf0471ebdfb868

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.474906Z digest=sha256:146d17e7fe8f52e638e3ea58a4d328b68ead61223a6e61d3814466446e3e2038

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.509324Z digest=sha256:274dabb7ea19a6a00de9ea45fd5a5945e2a24734b0d79ed2c69e9c36581f14a0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.513725Z digest=sha256:9623929e109d26e9f4b5e179cd1d76ad5d026c799eeb7a9fa0224b9e0fa6a207

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=sha256:2f761a3d5f316268dcf7907d092e7e722a8c5976ee07cefbfc6daae8ea9acd45

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.522677Z digest=sha256:37deda8bae2d3f93c658c81c4784381154f59099f0bb6744641974ad7809ba91

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.528183Z digest=sha256:01c694459c52774a801f01fcb44efd4c9672eab8ddb47fa40f1dee71ee39e2bc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.504589Z digest=sha256:16b7f77bfed1acccf47f8f6f122bc8918dead5dcda75fd4964a05a0714755dc4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.539815Z digest=sha256:ba5eb2bfb711d1979ac8dccdcf4e25df9d63d2da499bb7a4d80f430c28e7fe70

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=sha256:000fdc4346958073ec15b814fd522ce6aeca234b99af7a74ad21cb53ed60be71

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=sha256:4b3846260d8c0f90aafed74d5cea577a0e3d47c5f5d957609352ffb6f81fb3c1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.557535Z digest=sha256:daf23a753ed4e6cd766d7bd0d337954850c1f30cae2201fa4456764d064a423b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.563071Z digest=sha256:a8308bdff2e6b9681e70506aa941f63ab32b031048a5aea1a5de30c10981baf1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.534927Z digest=sha256:36fa9fd9b293e25ce4ab4f7a4dac993eb8e2ede7012a1cceefd189d09b598559

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.578638Z digest=sha256:62dfc4ead19e4d1c22aac935912afb887998d9fb015434572939ccfc60e23185

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.583192Z digest=sha256:c7304b910aaf3151c4d8cb3fa419d33a34e41e77894ba7fa87570e7f8a0796db

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.588373Z digest=sha256:096cb0adb73cdf251262a5e279e5608af613c8158cd1a09d0859563584f5b8eb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.594154Z digest=sha256:bbc86afc7bcdb0172addb8252074f1ce9c02b1b18f0dc15647beeb4beace2f5e

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=sha256:48e440d2d303c5d0ee95bd0e5cd535e21470a479a53fdd33d3d17e24a940fa9f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.568672Z digest=sha256:40b27ae08a95e8a4829de90a7d496281225307e427803e420886bb71bdfd763c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.573638Z digest=sha256:79ff675f59a72f08cb59c4b812a7adfa478ff914cdfd7e57ca7af36a569e8de8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.612704Z digest=sha256:fc254f98dbc752c18d16d4e46812a6971677d48e7f60969b8abd7a18a7345228

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.617512Z digest=sha256:d9b48b06f98de7ae622f1813879e9985156a9588fe392eeb9962322aba402b67

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.622191Z digest=sha256:b7a1745f36847e3374c924ba0b8dd384838cf858c969e42bf5accd1e2ee09184

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.627277Z digest=sha256:c3fa8d3d5a04d8bac372768bb83f6efae723cc90559a1cdfdfadb9789b30e565

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.603480Z digest=sha256:e7a9a3f7517b0ae94f547fe6169674763dcb19df9d6abe84e453a77df90defce

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.608005Z digest=sha256:a0b70c673adc0574f50263e62a7e21fa9d0cb9fd517eb2218abff680e2bd3bac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.631933Z digest=sha256:74908f16606618ca94efef6f3f09e34b1c6da70d4a8e052c7833238b12d111d9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.293046Z digest=sha256:511f75e66c6564a1f02e71c568a0d975992f36ecee0c5c3128223c51397db43a

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=sha256:8f0c74078f941923286cb6faa88204abdc11a1ab64fd69d0c3f46c31bbaa292b

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=sha256:662cf5ec30de102b065dac1e9338c13f2c0afb848b8d1364f03f0f689f08b255

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.361437Z digest=sha256:f05dd7e858822f3b4797e6ec140c254f459dfcbb8f6aedd94b3370479c0f5911

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:57:32.309542Z digest=sha256:02141fa4ed5ba3e774c986a5f549b406f5f1855042ee6ce09c161ed0cd9daf94

Pith citing papers

No inbound Pith citation observations are available.