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Paper Citation Record · LEDGER

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning

As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.07148.

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

pith.paper-citation-record.v1
2607.07148 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T19:03:58.656646Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 984236ff-d7e8-4172-ac75-877a22b471ce · outbound

This paper cites Each continuous passage is converted into a two-party pseudo-dialogue by assigning successive sentences to the user and agent streams.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Each continuous passage is converted into a two-party pseudo-dialogue by assigning successive sentences to the user and agent streams

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.428630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:97b2f7aab906a2e5a43770fe11e54eed522d91658b66c43c1c7acd8d14f7f79a

Observation d255a0db-3252-40a4-99dc-14c5b012edb4 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.417859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:0b70114d72432c96eb8cc48a9b2f6cb316e1dfd64ba9dfdc02306cb6b8ed5927

Observation 4ffb1807-5df3-4510-a522-3384aa699a94 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.434432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:35f16e7cc94c72491a13966d6c4e3807b69754d0747c15dd6c2afbb4f60a788c

Observation 821bbe5f-2d0b-45a4-a7ec-9ec491ebd48d · outbound

This paper cites We use speech segments from the open-source corpora aggregated in NeMo ASRSET [Noroozi et al., 2024b] as acoustic contexts.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning We use speech segments from the open-source corpora aggregated in NeMo ASRSET [Noroozi et al., 2024b] as acoustic contexts

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.439047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:c6d719dbbeca0f9579a57f696e9852c013d5d41d15996a2397f65e9e8686c97a

Observation 6c44a3bd-877b-4f9f-804e-4bb332147a69 · outbound

This paper cites Do not reward a candidate for being longer or more substantive.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Do not reward a candidate for being longer or more substantive

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.432581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:c6ab5ad1b906323796a067d421bd2ac37b88a362f6b988799ee7bcdc01854b3b

Observation 64b36416-d9d8-4b27-8dcd-7ed3faa3367b · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.419198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:fa4c4943bd4cc96629d14a857a6ef96de0a8b2a55268d2e56724bd77dd906f21

Observation 6bbb4c03-17db-4ef0-a982-f9c9f0742930 · outbound

This paper cites Important judgment rules: - Judge from timing and local dialogue behaviour, not answer quality.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Important judgment rules: - Judge from timing and local dialogue behaviour, not answer quality

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.435028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:332b399695e15d0e06e0fa6f2bdcd20b1fe2dc6b3086cd061954455b2efcd7c7

Observation 8f7b8ed9-3690-470f-a338-c18e1b30bb65 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.412781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:221540ba10167e2a16197d8691c11d3838531c84405f086d4970cb1a2ba4ad0c

Observation bb5ebc82-0f27-4b0a-9a13-8fa905792542 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.427011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:7a2ecde2fc4d014f4245be999328c9607e16aca4b4631197c7359bb67e7f7db3

Observation 99cf92bd-0264-43b7-bd6e-822bce674ca1 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.438169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:a57747203e63ca71ed78dc9030e3c22e9690ca56304654ca8187d4a6054f8c15

Observation 3e7dee13-dca5-473d-8286-6d656cab06cc · outbound

This paper cites A", "B", or.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning A", "B", or

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.431035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:774ed5bff7a059cebe30cb3745bb9ec678dcd6f460e6e154e587772ea0eee332

Observation ca60c536-0271-447c-833a-a91c925aecf8 · outbound

This paper cites an unresolved cited work.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-09T19:06:27.430513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:54c8de4c720210f0beae4b1132e0ab61faf06a01e7956a4028e755c19cf814ae

Observation 0ca2c7c7-2684-4ab4-beff-fd72f2c8239a · outbound

This paper cites interaction_id.

Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning interaction_id

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T19:06:27.436151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:46b3c6245987aa8e777093a296ebdd4266842415f250e002f5bb35aac8849052

Pith citing papers

No inbound Pith citation observations are available.