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Paper Citation Record · LEDGER

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.18735.

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

pith.paper-citation-record.v1
2506.18735 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:57.503779Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved24
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2cae838f-9a61-49a6-8c39-e255889e3cfe · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:01.812162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:54.658674Z digest=sha256:2ca92f47160565a5cbb8becefbd0d9296544183ca540fd34b9ffe10b7af4c4af

Observation 300f1ada-ec17-49a8-b698-d667cf826802 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:01.624749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:54.721620Z digest=sha256:a83901a754d14bf23fe54db0690b689cddab96bc7af3ab3512855cf7ad62cb11

Observation 3100689c-ac2c-4e2b-b13e-ac183ae72e75 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:54.844829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:54.844829Z digest=sha256:96bd5a60ce9b994082361361300bfd64e0b41e437dc1b491293cb20d033312cc

Observation 0f1f29d5-3999-4c7c-bfd5-2708e6cecb8c · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.041838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.041838Z digest=sha256:867f0e3ecd28ff3b56b3c5601a317ab4ccd205b66473c12b135ac4dc6a35f82d

Observation 3b4db430-bbf4-4a0b-9545-3345b63885e9 · outbound

This paper cites Weinberger.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Weinberger

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:01.428854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:55.144349Z digest=sha256:c599f5abcd5f978e27584f3fde26b62db0602b1f0967be161b6083c5a4c66c18

Observation c81136ab-8d62-4d47-98a0-705cff0ed4f4 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:01.244742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:55.274749Z digest=sha256:0557d162b4279b243e37da5e4dbf1af7d11633d3a3547296cf2b453f52b7bac8

Observation c6fd2c5d-44ee-4a63-b5a3-aacee7ad993e · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.346403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.346403Z digest=sha256:cc1d2f18862fcd8269c9a66cc66ebd6b2ba6d8f16172e6f917a62f0272dab9ec

Observation 51c3ced6-ae72-4208-98f0-dbbfc52acce7 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.449878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.449878Z digest=sha256:06f8514c9f5c869936f45415e9328c9bb7d8a8c6af5d3f84ff7705c16d72d04f

Observation 26fefa45-c544-4695-829a-117c3d0093d2 · outbound

This paper cites MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.559369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.559369Z digest=sha256:82e5fe86f86867efc0cca7b756e9217a168c53fdd62627b841f7138c98887e95

Observation 7af66386-0986-44a8-899d-11b39295aadf · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T23:20:59.364332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:55.712887Z digest=sha256:fa55ca351dea168551bfe17862ba89c99398675cada348b1e6df79daedc63ae6

Observation aea35ed0-c06d-49ac-8041-5c4475e6bf9e · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:01.074738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:55.827701Z digest=sha256:b3a7e09ae112f53aebbca952cf54df83c08a7c8bac63ecdc4877abcf53156cac

Observation 46d8ec6b-3bd0-47ea-b7dc-3631bc7e4762 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.966467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.966467Z digest=sha256:2a7a85a0005017784cfbb87f24032a08ac564fa20a43cdf4abe3be4c59c719dc

Observation 46247b32-9160-43e3-8dcc-f5e3f8e65af3 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:56.054799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:56.054799Z digest=sha256:adfa911e08b1de4a88f2c2ae6285479cbd1f0d446f20783411400273831f51e2

Observation a4cc5659-9dd1-4148-8325-af3fcc50700e · outbound

This paper cites Brendan McMahan, Gary Holt, D.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Brendan McMahan, Gary Holt, D

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:56.189924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:56.189924Z digest=sha256:549b5ee6016f7d412aaa751c0c50f7ab43e54b0c4d936cc34201e805559edc82

Observation 8c36347e-6f82-447d-9c33-5976f8c65b0b · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 15

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T23:20:58.574745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:56.324733Z digest=sha256:d2ef2a5d2874d8bdf712fa5658d52afa9c48535cfe9b7f999f910bbd1aaf44a1

Observation 1901a652-2256-428a-81f0-877d65df9a7b · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:56.469924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:56.469924Z digest=sha256:f3b0d62eb44dbabce7fb6f7241e91f994713a09989d103984244ef57efbe77f8

Observation 411ea3aa-3a98-4c74-8d03-cee858da2d8b · outbound

This paper cites Zamir, Dawn Chen, Leonidas Guibas, Jitendra Malik, and Silvio Savarese.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Zamir, Dawn Chen, Leonidas Guibas, Jitendra Malik, and Silvio Savarese

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:00.934553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:56.580642Z digest=sha256:872ad91790d88032dd2edd3569eb1705b06a489e7f78602eacc92ecaec71008e

Observation fcd073a4-3b49-4955-98f8-2156e4d26a17 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:56.748039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:56.748039Z digest=sha256:b6242b8d8c94c104b4cb894f35ef27729e7e5dcdf56c6f7dffe80074ded7e261

Observation fec2881e-cd0a-4b3b-afe3-107a9d0f5b17 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:00.676053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:56.844809Z digest=sha256:8118f230eb3ad1c73551680a2c98ec03084e680f9bae63f98366c5755ee925d1

Observation 309e4a0d-4247-4559-8d18-ab98ef1e3c7d · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:56.910034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:56.910034Z digest=sha256:30db1cf55b8ba110af5a3a53d867265000a0a75ad040a994ede2bf08493a1536

Observation f8e331c7-2920-4163-82ec-2ed216fc9be6 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:00.477805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:57.015841Z digest=sha256:2fe6851206dafe689e13adafea40b598cb4031095d61db869da5c9d06afb2682

Observation 51030a1b-0b77-4605-add3-8dbfbfe5b8bd · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:00.185923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:57.198327Z digest=sha256:61a3a20534b0ab0e8d92a5ef7b7d2288c263129cbeec66075ade23b4ba9d81b3

Observation 43d8e793-a80b-4d77-926a-cd8cf6e5be2b · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:57.334804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:57.334804Z digest=sha256:ec121061e246df309517a4432c6f358ef7bbb37f016553e3f91cfdbe5c68bf77

Observation 05983989-6431-4ee0-a2bf-ac3173abd696 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:21:00.028620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:20:57.444825Z digest=sha256:900faf7303ceceeaba4d8057ee5311f00c4f776cc7a791c73d5e2ddcc60c1d48

Observation 71a0e329-299a-4354-8231-359ad2a99930 · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:57.503779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:57.503779Z digest=sha256:f72d4cc4d917f51590c87ee96c527ee0a8218d79f36ba5dc59e84a54203d8ba4

Observation 274ed86d-c6c6-45be-9333-4633cb4bdcbd · outbound

This paper cites an unresolved cited work.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify Unresolved cited work

Reference 1939

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:55.903223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:55.903223Z digest=sha256:0fb190120014c69e0bc3dd3bb0ef0542939d96886f5adc90aa3ad1b839cfa99a

Observation 5a48086b-0d8a-45ec-9f7b-d12a3b707408 · outbound

This paper cites InProceedings of the 1st Workshop on Deep Learning for Recommender Systems(Boston, MA, USA) (DLRS 2016).

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify InProceedings of the 1st Workshop on Deep Learning for Recommender Systems(Boston, MA, USA) (DLRS 2016)

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:54.936134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:54.936134Z digest=sha256:b7a7fc8af497ed38ef31338ee5a21686e3cc422e0bf23da18875c49e733169f6

Observation 95c81630-f333-4185-b35a-d5fd36a17cf6 · outbound

This paper cites doi:10.1145/3442381.3450078.

An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify doi:10.1145/3442381.3450078

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:57.134828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:57.134828Z digest=sha256:80aa8cabae3df17be5d47b110f3f907f6d3dfe51fb29b09f27d562cb8996d014

Pith citing papers

No inbound Pith citation observations are available.