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Paper Citation Record · LEDGER

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations

As of 1 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2604.17972.

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

pith.paper-citation-record.v1
2604.17972 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:36:33.379747Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:18:58.999411Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47e64432-3c77-4e3d-8e90-ff0dd1c88364 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T12:10:23.324352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:12fb2675675c018588713e5ac4b7acfb9fccc97039b17a7e2b1abf927b86cbd7

Observation 298b10d6-ae67-4ca9-b6a9-b7dc09735614 · outbound

This paper cites strategy.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations strategy

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.115837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:d86e811034e0a49dc53de2de42058e1f6c63f423281aeb6fdc38086f20320e86

Observation 1ec45a77-b358-414f-bbb1-b410299762aa · outbound

This paper cites Context".

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Context"

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.123331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:f8db7b9e8db9811eb4fd019eb03ce595ed845f4ac48583ecedf421b438d06c92

Observation 83ffeac7-2cc0-425a-aaac-c11c72a138f1 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.134534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:8f3650510794d097e113a7522fdd4c25827761fbc88103a3faca77641acd86d7

Observation 1e9cd670-eaee-48b3-88e1-551f825bc218 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.112114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:2edf5e4c55d0fc32de2a4decc74e9b511bbed97223885f4d26aa93b5beae1639

Observation ce89af72-9268-4c84-88df-3e77d75e6901 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.107785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:75abc6bdc0f23d627588793c82d0b823ba7dd964c9eef7385e38df1b181846e7

Observation d7741444-d4c1-465d-a7d4-90fcaab55c53 · outbound

This paper cites strategy.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations strategy

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.119380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:1aa8d9792c87d4a44cdd8679fc6f5ac32f23f839483cc3baa677c638a2058908

Observation 0778380b-f4e5-49ce-967e-a2e921788e47 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.130804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:95f906414c000a043079c001ac73cfd118bce6389f9b5c5a41ae544a33175c64

Observation 308e3c0b-8a7f-430c-ac9a-b32a2e42f09c · outbound

This paper cites Context".

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Context"

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.127190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:a1884fe2b8bff2563397f6322cdfb060d9f7914ec18a334314e6300b7e75a0e7

Observation 588dba12-4ce5-49d0-9f37-bed76c27313e · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.153893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:e990d6553d5bb1c981ff959797e1866abfa48bd665f840b85d389ee1f88eb59c

Observation 7052e618-a53f-43c1-a79e-84aafba8dcfd · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.146546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:6e14799a9def5b41d60abdff884d231c3eb0a7fa1ed0f100b94dddc15e5fa2e4

Observation f3167aaa-d662-40be-973a-4a7eee47f43d · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.143128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:4249c763b8c2f01963ef0e3eb6249ac676a9be249ef935f10e5d6abb61fde076

Observation 97f320ac-c850-48dc-a429-244dbcd33b7f · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.149864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:0012ed5c141f0de237d7d3455d4e59743008175166c8a70879a5701d26174d26

Observation c0f7d9f5-133b-4fad-9be9-c0755f6a8b76 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.139367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:2061c7ec928e253cfdab51ecd0a1e73075bb5ace6c59b838230d9238dfab485b

Observation c41f9ac7-d826-412a-9210-dd8a2669faa1 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.158385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:eca56e4dd3470fdc3482e68e843a1bab5b61d28ba1867944d8b1acf17c0cc37f

Observation b72b1e7b-e5ee-4563-9848-67f53f9d6455 · outbound

This paper cites Figure 11: Prompt used for the One-by-One method, which distills cognitive reasoning.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Figure 11: Prompt used for the One-by-One method, which distills cognitive reasoning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.174559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:d2fbee3319f592192a130bac8f30ad1932b011273a517e08442392e48c3d6776

Observation 2835f2d6-4189-400d-95ef-97c5f9c69ff2 · outbound

This paper cites Thanks. Please stop the conversation now.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Thanks. Please stop the conversation now

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.162227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:20cf813ec2c1c2d695da5e8e4678cd199bca5542eef407bf7d27fc4e32c7ab60

Observation 595eeecb-ae8a-4dc6-9fd8-0745736048b9 · outbound

This paper cites <Dialogue History>: {dialogue_history} Figure 15: Prompt used for seeker simulation.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations <Dialogue History>: {dialogue_history} Figure 15: Prompt used for seeker simulation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.182607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:f90c08d23486e22d46385692eec46ed3a509ea2ccf1ca89b1bf77f2cf4fcd136

Observation f62e1768-2e11-4da6-9f28-c396bf146421 · outbound

This paper cites an unresolved cited work.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-22T03:56:02.166252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:3801ab45fb1a6a17e61a70bc77a845add0f4d894b02553644d1917c92692b13e

Observation 456911dc-22d1-4aed-84bc-096ca01cd8a1 · outbound

This paper cites Identification.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Identification

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.178509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:7afc8a044f18029bd0a5cf2af43ac5e8cec0f599796722c7dc946970e92cb1c8

Observation b227c61c-49ef-4154-9efe-bbc770b07ccf · outbound

This paper cites Figure 16: Guideline of human evaluation.

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations Figure 16: Guideline of human evaluation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T03:56:02.170649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T04:36:33.379747Z digest=sha256:a95df7dd3d922ed6482a795cb5e13f009d4022f67fd15f0033c10657989efadf

Pith citing papers

Observation f78012eb-f554-460c-a1c9-e0840411949d · inbound

Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm cites this paper.

Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T00:18:58.999411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T00:18:58.999411Z digest=sha256:9381cabbb0e86efc6b265288c9dfdadd6685f3290dbd595775ad9a17857e9f25