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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:4c8aa5a58e0af8ea78425c261eafc4ae8aef48aac38ca9b24e58fdf684ff3bdf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:793bbafa86418743d550069ee4b936e14365c2f5e1a6723953dc34ada29e04ef

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:0a4cb1b6340cc5e71c9d9b5db144c1709ca6884118d41576792cb193513f971b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:0f3998e63209bc6176c3f72023658ca61e05f69733bed89c8390de227c44b855

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:bbb365ccf8ef8bf778b3d48ba0f5fb7bf2dce5716f8a29decd9ff4ef45acba40

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:cd15f606a757df94072aedd4d4a4cd8db2ff2d8ab35c068375e53c33b201d2b6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:1204723fa3f2d74a92f12a7f11a629d2b1fa95459f469f9b3bef2edcad58ec02

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:e96c358808d0976d6f9c080ad75bba432470e39b7ff53d260cc1f1148fdb16d7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:faadf6e802f7d2bc5a16cc5523bedf64add9a40e5dcbc4ec3eeb2335d5e26a6f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:89532fe2bbfc75a3c2d48620aa198f1ff5fc9784ca50a32b9e32fbaf53a326ce

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:9e89e719179658bb1072b41ff49ee49d9b1d15b41d9119c5ef604e50e11b4859

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:874609ed210d6fa1570cf4e6245a4147ed9724a65435c85c479a440150f66e93

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T19:03:58.656646Z digest=sha256:b04c0b6a09bd86a90054865bd0238838d49cb738a36f63bd7bf08e3dfa0b990c

Pith citing papers

No inbound Pith citation observations are available.