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Paper Citation Record · LEDGER

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling

As of 23 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 1 inbound Pith citation observation for arXiv:2412.15995.

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

pith.paper-citation-record.v1
2412.15995 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:57:01.437849Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:35.593026Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:23:35.769087Z

Reference resolution

79 of 79 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved77
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb25970e-aa27-474d-bbee-d0b11ee55761 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.111777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.111777Z digest=sha256:d7bfb43063af0f934c0ccc4cd0c499729056542bcaa7b66fb5cab88d4f2bf376

Observation fa54158b-c1ea-4fd7-a5b0-82bdf24463b1 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.274921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.120926Z digest=sha256:4024f413af319e336aa58363027135cd748681c13282e6ec3098d9a788b89104

Observation d8472c8b-67b5-4fb4-8a37-d86d2a1341e5 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.263768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.126302Z digest=sha256:b7959d3fa1c1f7d265d79af123ee71a50c04429d52fd1f3ae41ac544ca66118e

Observation cd989584-01af-421a-bb65-6a001f0be8b6 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.253394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.130468Z digest=sha256:ccd377b7283b7c500e1fc494fc25c23fdabe829a96bcce1e0ec30cd30ec88a40

Observation e3ebe7ba-ffd1-43f1-958b-8c21819bb391 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.243427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.134261Z digest=sha256:20817bab067e32506a57c04f2ada8136afb0cbe3cf573a43fb5e2825bc305c88

Observation 9441aa54-46b4-433e-b013-b467c5a3f3ce · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.138370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.138370Z digest=sha256:59af3f5957626de4d0aee1e1983df62c973d1b4b8d0ed627ec19c97b59161bfc

Observation 05b1814d-de22-4c37-a6ab-90d601ba7d1e · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.142480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.142480Z digest=sha256:71e358dde12219a40b4148da0f1952e0982369b1312e2adfeaade289bf1f8bbb

Observation bfe8d267-ba14-4041-ba89-ea0e3e35a134 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.221466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.145574Z digest=sha256:4d9308ec69eb77a81ae37f387f6166a49af8774f2dda846e69efc24fa0d9e29a

Observation b6db383a-17d5-45bd-9c10-1b389e4a8a6b · outbound

This paper cites Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.149273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.149273Z digest=sha256:280661d73841f11ed6770a23a555ca1544790a2787c25f37dfe1d1e0d27b7924

Observation 13779805-de0b-4a74-a518-43778b0f2c37 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.211854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.153418Z digest=sha256:5b61f2d1a5f5ab46c114a5f58a5add66d7e3bfc46f55f81e9e7ddfdbd5db08d8

Observation e810a7e4-337f-48d6-93fd-d33a69c23e0b · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.201534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.157480Z digest=sha256:8253c31b9959e2600c31e63251e7a2bcbdb8be161003aecfa106c2659bf84fe9

Observation cb7150e1-3a7b-4334-b5a7-b562a00e8e6c · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.189996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.161121Z digest=sha256:dff9a55dce7cad814b6c8ecfca4d875993531464f7407299d074bb594962bcba

Observation e8d1f8fc-800a-4784-8e72-5381e52d61fb · outbound

This paper cites Qwen2-Audio Technical Report.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Qwen2-Audio Technical Report

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.164483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.164483Z digest=sha256:c71034a3af0b04b3cad3d43d30bcfb6b8b6e052dd874619979db492e5caf2627

Observation dc8a8b69-d7df-4781-bb07-da985cd39c30 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.179596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.168771Z digest=sha256:9a906a7edfb876c5517e07c666986b721cd3ca5bba9d6230e6890c3133515009

Observation 563346b9-4b35-4c62-ac29-7f95f676b8cc · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.169035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.172656Z digest=sha256:a4ab5415b34fa256c1412e42d466203d19a24fff63b1c26a1add47671182ed19

Observation 06aa65b1-2e66-43c2-b396-eaf539571e4b · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.157152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.176296Z digest=sha256:ae6c6292224ed4b04e2e6660c06afac28b7e318a8df6fb8104707af28af348e4

Observation 114d2f22-1c3a-4b16-8788-9f2ab5657aff · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.179869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.179869Z digest=sha256:688a65cc87eb3355f189f93fd231f00c360cbf69d47aada43d1e115fa674965e

Observation 3867854a-d902-47da-a408-727f860e5334 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.147345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.183835Z digest=sha256:1389a3dd3d3766fe310e7edb36f0cd9873766daf456c06dd5accd4ad9e9e9500

Observation 79bcf069-db5a-4cb3-8a73-0c81bc3a4883 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.137068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.188004Z digest=sha256:50b18eb97aea28c311fac90948df39674c1d79cff7744ded909cb11c2ea028c2

Observation 4c622ce6-5a68-4009-9167-9da5c817df8b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Gemini: A Family of Highly Capable Multimodal Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.191840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.191840Z digest=sha256:54d0b642c314d61b50aa27a503fd47d4d0a06c0099343178aeb63f544fbd73da

Observation e5062e29-f9b2-4ed8-8d4d-31c683628b76 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.126568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.196113Z digest=sha256:b5ed79894e057702d9893c4506f6a69f979d93a68a447fe48c95f07b593e4cdd

Observation 87b90d5d-14e8-4257-9076-2dacc46f77b0 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.115263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.199950Z digest=sha256:e6cf941a34a5ccf5cfd8d09e1070de9eec03d6e68844ddd12c77a49becc2c015

Observation 8d89da3c-0e00-4d11-b794-296558c2fab2 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.204100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.204100Z digest=sha256:dfa4500fe39651b4f83ca89c3f8b07de57daae73d3a64838654fe77e94ae5658

Observation fe97508a-32cf-49ba-b15b-f7ac3a2b813f · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.096777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.208065Z digest=sha256:052a30611385ba7760f3a713d3123a03cbdfe514866186d0cd6569cae465a204

Observation daceb193-0182-4868-99f1-9e499645cd20 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.086687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.212232Z digest=sha256:c8e75d21cc9c3d8ae753c07903533e71d500e90625d4d448178b5b6034330dc6

Observation 1877dc16-45f0-45ba-8fc6-7622ea9c2779 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.074918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.216259Z digest=sha256:f5cf9429bfdaf6ce79ec946b4c966940a3eed18154ad15e2fe8844216083a9c5

Observation c2931032-72a4-4138-ae9b-0f76f5eebf60 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.063726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.220238Z digest=sha256:503330df9826953812c29efa43ee2ee623bcb70e2ab64c0bce5e500ee5a01211

Observation 3d6413b3-e0b2-4f85-a94a-efcb695a24d4 · outbound

This paper cites FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-11T10:57:01.650842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.224213Z digest=sha256:0e3945cdaef36c4d1e7738ce7d1dd8701a3eeaebf1041b3ad25a40b03c9f241b

Observation f738dd4a-d410-47b5-b294-e3519ae4bf68 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.052215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.228720Z digest=sha256:80186cecb75d2e8de68858d8ef8fd2b107b004f9def77f23d749dcc4d7543888

Observation fcedb099-a079-44b1-be21-02b93c35cae4 · outbound

This paper cites Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.232806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.232806Z digest=sha256:ef857402e70d398df8c0a39947db1155780fd79032ad857ad64c0688e9006d61

Observation 356e3e12-a582-4601-9233-d4a88ede2087 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.039464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.236999Z digest=sha256:fd93d50c2e4227fb09c3ec4597d4dd8523e971bf797d00547d6e730b6b6f35c3

Observation 01d5a86e-b98b-45a8-ab27-8bbb5f92c030 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.027677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.240895Z digest=sha256:9a41a5d8bd40268979fd70b8df30d9b010e4126e74f91e8bfbb544d0bbc40282

Observation 5eb87a5b-6a85-44b5-b1ab-734e57896881 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.016628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.244870Z digest=sha256:1e862e6110011344f1652cbcc0c2af02028353f27397cc76cbc0c6954732ec79

Observation d82f852d-6b81-4137-a527-85b4e27ba0ff · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:02.003760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.249143Z digest=sha256:33bebddd48384e3094ec0618e1f08d2a46fe69246d95fa5ddeb3bd9bbc7a8943

Observation 4fd37eb2-4a52-4b44-9692-f685f00d84c9 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.992112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.253287Z digest=sha256:269ce21401917ab99bcd449bd6ece383c578be361b39d65a1f01ac5da29363ae

Observation b5d95a47-c635-49ac-b0e3-33af11f4a983 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.978007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.257475Z digest=sha256:0cd25258334f54986da7c94c9cd5f71a1c2466205cc5edbd9e79814b49683bc5

Observation 732d6f4a-0365-486e-b091-10c17ebc23b0 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.967902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.261537Z digest=sha256:79e4890498a569966a42a85e11df969d291a5be5e5bcd3ce71648e68974da939

Observation 56d34f04-80b9-41d8-bb00-d1ff9ff0f65f · outbound

This paper cites Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.265513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.265513Z digest=sha256:3b4401d92cf0d6627076c13c63a7d714f7f144dff6dd8857df4f0897b87d64d6

Observation 73d2805a-86da-443c-9dec-b5f0121300d6 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.955321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.268988Z digest=sha256:25cf8e62e8c25d9c38ef46dafa3662ebbf53384c4efa16133e514822bb879812

Observation 2c4aa860-bd37-46ee-92a6-08edeeeefc47 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.273108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.273108Z digest=sha256:ab85ab0b46fced2cde96e76b1130ad45a084b7d1348d6f0043dd6bedd76afb38

Observation d8195557-bffd-431f-aabb-513e570d13e0 · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.277028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.277028Z digest=sha256:4048737b097e44121e9cb0faf6fbc3109dadead51d57531482e19eaa658f2c17

Observation df0dd10e-fbec-4fcf-b073-d8ee1b89f76a · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.281851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.281851Z digest=sha256:69686eca92dc635d2771da898b9e66594a9292fa133cc0ebf81fb140d52491e4

Observation 17a5a6ec-7ca2-4c74-850f-3f41fa5c1aca · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.928627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.286195Z digest=sha256:5a5f41bc104637b4e67a4b6232dbf53fbe92d80c9316df9756b65c0ae5ea7dd3

Observation 74b07e92-ffb9-4d61-9971-456f6f789d63 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.918015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.290258Z digest=sha256:da4fffa076cc7bf0d79a2631f9d48ea9a628c4a55d927d345a405b6f851ce321

Observation c374d57c-36c8-4117-80d7-5ab3910f0848 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.906380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.294105Z digest=sha256:ad58e2f561196046b8165bfe30a8e3678230eaf2658ef0809aa79b9c1eea0471

Observation 88c89f17-9cff-4ded-9d51-7580333ad855 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.895118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.297978Z digest=sha256:4e5739f255e705e1395ca672a4565a94ef6d80b0b08865d9f03a48391c034ff9

Observation 60e04003-087f-4de5-ac40-9364e5ff452e · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.302285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.302285Z digest=sha256:1cdfefe8f8e43cc222afd4727e757739aa98e033285cdd58ec1abca5d2e8a5cb

Observation c9686781-0b89-449d-86e9-e4ae8407b72e · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.306426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.306426Z digest=sha256:91e0b036e1b640ef2dcb397633287c483ce2011ff67c87718c7d95b2a632304f

Observation 34b56a22-17d3-4ff5-89d9-2983aa576204 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.871095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.310455Z digest=sha256:944e0c39c2df26305ea2b6427f543e039b56c8706a9409ad982de218a9099f2d

Observation bff2ca10-d0ce-4bca-945d-bdcddc29d3de · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.860390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.314378Z digest=sha256:04b2fb27510a0ca8181df8bac4b62be5237cea2c18339ad65d04456cb1211efd

Observation 08cced60-4368-4d9e-ad21-764f117e1559 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.318739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.318739Z digest=sha256:9e77797e3ea09f5109fdf102ed653adf4847fb1c4c0dca4b6c8e841ec7bf2f18

Observation 83070af5-ff3d-4fd5-ac28-04d0cc52020c · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.322625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.322625Z digest=sha256:a08fb2b4647109f2ed736448c48a6c859fe0e103295fbdb8b435be1e1259a339

Observation a26e4a28-d624-4579-a036-6b1848a91e72 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.326613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.326613Z digest=sha256:56e45adfd0c7b4bd2b7c9ad4675b3f41f6be681c29b83b603441763a3bc58c22

Observation a37aa638-419d-4c58-98f9-445c203c1d46 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.330918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.330918Z digest=sha256:318ccdfd77225fecb38c6112eb635a05101e156c3b0daea67da031272d85a8d9

Observation 5d51be18-5410-439c-bf98-0b3693c24c23 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.335013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.335013Z digest=sha256:692478a2d66c04b2bcf3fa80cf83a8e9adfd98b18df76554000385cc65aca035

Observation b2c1ee30-38a0-4f87-8288-bfa98624ae48 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.339102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.339102Z digest=sha256:c1617a8f2fdc1ea6b447d48dc5c61ada38354ff5c53da21c3a487b77095951ec

Observation 97efa7a4-24b5-44bc-b948-6b8d8a5d390c · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.343363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.343363Z digest=sha256:007e2c5c555538eafe1c87ea38bbef5db6daacdc2c7be2316fc5135b5b23405e

Observation 8173940c-6dc6-40dd-bfd1-e5be96fd4ad5 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.824337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.347311Z digest=sha256:9ca8b04a957ae7b801246f0890a1f033b405e46774ca4ed8f8a25256eaa597f3

Observation 589924dc-c1c0-47e8-a4ee-b500d33c8021 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.815044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.352822Z digest=sha256:b7542f5c29b1e8433da3d73f80807d5324a5871d8f503e5ad1d9c16366014184

Observation 1e865758-ecf8-4668-998f-dd584ff538ab · outbound

This paper cites DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-11T10:57:01.596963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.356981Z digest=sha256:88723ec2217ffc30e3df03a244860c7fc2878596e4f7a171e6c18d8053fcba4b

Observation 90462ffc-cea6-4706-9af7-c9bdb6ec8da8 · outbound

This paper cites A Critical Evaluation of AI Feedback for Aligning Large Language Models.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling A Critical Evaluation of AI Feedback for Aligning Large Language Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.361372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.361372Z digest=sha256:1527d11211c541d33df2d7d2e2711e4247307db748a6504cd90cc2d781391573

Observation 7782c587-1968-46af-99a5-1f5c684ae7b1 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.804541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.365854Z digest=sha256:057b74e7efe1bf42f8a071358be74f977972748af80fc4bfbc0bd08f64fcc7cb

Observation 6fe05cfd-0b90-4839-9950-7ab51fa60cb8 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.369831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.369831Z digest=sha256:5d4d88b3328dc3157b6056aeb41ea9238a91b3f7032cf89a30c3773adbb39418

Observation c73a9324-80fb-4f9e-9dea-6593e1f6333b · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.373738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.373738Z digest=sha256:6b275a64ad5300b2b237823971a63368d7e2185d2352756a33ab4c33f3910c8f

Observation 3492438b-3de5-4ebc-93ef-451e3053bc64 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.795219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.378038Z digest=sha256:9a11a93cdaf8b434030dad699a20858d2cc727895d15c17fd67ab50e9383f088

Observation 7615db2a-f00e-49e3-92a4-83da3080b323 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.785466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.381890Z digest=sha256:5242af853bc9ab292a132a1e953be568e9a6029f82d2a434830b94695ce73855

Observation 5c3bb57c-e4ca-4560-a01e-5ba111e23087 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.386186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.386186Z digest=sha256:7b6f7acc206f8cd7727c70f6bdff99e1d41937aba359b6d93cdd56705137869f

Observation b384aa9b-10cc-419b-ae5a-88032a0a86ba · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.770140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.390240Z digest=sha256:52ca785c25a0668dab630d4a555caaa26f79df835deec59748153698e3f455c1

Observation 81b00391-2bb0-403b-8133-309ce4fd1a48 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.394061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.394061Z digest=sha256:ff5a5a233f5ca1a0afa9bd73679640b738cd7cf9c682568bcde148c446c6aee0

Observation b750d17a-8482-4ecb-8ce9-7799fde356bd · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.398374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.398374Z digest=sha256:90881ccdc2678533d9ca6d94b0a83f5f4940a7e6e803b1b3728413d7bc921b24

Observation 24827267-5bf9-4d6b-b25f-f9bfc3562c89 · outbound

This paper cites Qwen2 Technical Report.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Qwen2 Technical Report

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.402595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.402595Z digest=sha256:ad46d6bfae05a32d1c3b8845f6e0634b7f6ec919bb73370a97cbfd165abb3413

Observation f706d742-9c21-40f2-ab3a-981298d1f513 · outbound

This paper cites Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.406894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.406894Z digest=sha256:885477501f6792fff7fa050dc504e8235c7fe3ada26441a621f32dea508a177a

Observation 6d90e4bb-1950-4747-9b55-f63d381361cf · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.411829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:57:01.411829Z digest=sha256:28d590e6c99c3f2bb8f177efa29c7dba512a7adfa9ac2542479b8b61797186f2

Observation 59919597-8eef-4543-93db-0a34c9b0081f · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.748818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-11T10:57:01.416062Z digest=sha256:891d44f5e505cc8af026e156abb42083ddae5704ea26d4f0a4e72b42da89da8b

Observation 1d4a97ef-a6f8-4ff9-971b-56c29b04d4e9 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.739690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation cd1329f7-c4dc-40b1-a19c-5d43bcae54d7 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.730460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation ebc16eca-324b-4a96-9a44-1093987f21f3 · outbound

This paper cites an unresolved cited work.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:57:01.720794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a88a1a29-9bdb-4127-b46f-99e1e08d2854 · outbound

This paper cites online" 'onlinestring :=.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling online" 'onlinestring :=

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.433042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5a893db4-9bbd-493c-b5f1-ab799db67b32 · outbound

This paper cites write newline.

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling write newline

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T10:57:01.437849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation fb3373c2-5927-4b48-b91b-3c8086afbbc4 · inbound

SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs cites this paper.

SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling

Reference 35

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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