Paper Citation Record · LEDGER

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

As of 14 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 5 inbound Pith citation observations for arXiv:2508.08155.

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

pith.paper-citation-record.v1
2508.08155 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:39:41.957880Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:02:41.392890Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy9
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation f6c544d2-f139-4876-9275-3332fbc63b0e · outbound

This paper cites Shackleton, A.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Shackleton, A

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:44.607004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7e16406a-644c-488f-993c-53889b0da9a6 · outbound

This paper cites Christos, F.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Christos, F

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:44.388632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64435521-95d8-4faf-ac6e-c1858d5e5b3f · outbound

This paper cites Gardner, Spin glasses with p-spin interactions, Nucl.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Gardner, Spin glasses with p-spin interactions, Nucl

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:44.149702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ea2ab458-1641-40bb-9281-b180a7fab622 · outbound

This paper cites an unresolved cited work.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:39:43.948575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d1b1fcb-261a-4812-85ab-78084b20de82 · outbound

This paper cites Erdős and D.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Erdős and D

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:43.786721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ae01051d-11f2-4f40-9eb8-b30eb945bea1 · outbound

This paper cites Berkooz, P.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Berkooz, P

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:43.581246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5ce08172-13c1-4b60-b93b-16b26e44e5a4 · outbound

This paper cites Berkooz, M.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Berkooz, M

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:43.290920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 766865a7-9889-40b1-9123-0a8eb62a3abd · outbound

This paper cites an unresolved cited work.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:39:42.939147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f82f4cbf-5007-4683-ac07-90bd8af44c5c · outbound

This paper cites Swingle and M.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Swingle and M

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:42.605465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 05c7ea57-3de3-40d6-9c6e-b176b66ac87a · outbound

This paper cites Hanada, A.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Hanada, A

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:42.391435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 824a1c9f-6f2a-4d94-b2b3-ec3037d6990d · outbound

This paper cites A Sparse Model of Quantum Holography.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios A Sparse Model of Quantum Holography

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T21:39:41.798485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a470e56d-a339-42ca-ad2a-fcf2b44e1d12 · outbound

This paper cites an unresolved cited work.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T21:39:41.878831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4772e0-79bb-4e44-8708-33454e00291c · outbound

This paper cites Zhou and X.

MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios Zhou and X

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:39:42.109746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation bbfcf883-eb59-4280-ba32-044e228f21de · inbound

Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions cites this paper.

Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:21:26.665089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8ff21f0-a445-46e5-875e-9c9043bc14fe · inbound

Audio-Mind: An Auditable Agentic Framework for Audio Understanding cites this paper.

Audio-Mind: An Auditable Agentic Framework for Audio Understanding MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:13:17.619641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0574497f-b5c4-40bc-8248-060995a4f0fc · inbound

Uncertainty-based Debiasing and Unlearning for Decontamination cites this paper.

Uncertainty-based Debiasing and Unlearning for Decontamination MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:49:52.418717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e849d692-f02c-4dcb-b34b-cdadafa53b4d · inbound

Cocktail-Talker: Multi-Speaker Dialog Modeling in Noisy Social Environments with Turn Action GRPO cites this paper.

Cocktail-Talker: Multi-Speaker Dialog Modeling in Noisy Social Environments with Turn Action GRPO MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:56:12.264320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91bf7a1-04a2-4871-b173-21ed1dd452e9 · inbound

Hear, Invoke, and Understand: A Skill-Calling Multimodal Agent for Large Audio Language Models cites this paper.

Hear, Invoke, and Understand: A Skill-Calling Multimodal Agent for Large Audio Language Models MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T19:02:41.392890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.