Pith. sign in

Paper Citation Record · LEDGER

Deep Learning Approaches for Multimodal Intent Recognition: A Survey

As of 22 August 2026, this Paper Citation Record lists 100 of 178 outbound references and 4 inbound Pith citation observations for arXiv:2507.22934.

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

pith.paper-citation-record.v1
2507.22934 v1

Coverage vector

measured 100 of 178 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:36:33.840510Z

measured 104 of 104 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:51:46.914985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T22:46:11.453461Z

Reference resolution

100 of 178 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved82
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02d362ee-1738-4d47-bcab-5ac1fbee780b · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.538280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.538280Z digest=sha256:83b2ceff21a35aa9234a5b39c895466ed3f2cc0d46107d27cc9f4dc5263d753d

Observation ed333106-3b8c-43a3-b671-b9653af6b6bc · outbound

This paper cites Allen and C.Raymond Perrault.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Allen and C.Raymond Perrault

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.566926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.566926Z digest=sha256:c7b1e64c2fc1367287d2af774bf620bd5713e7fec730d270feb18612f6dd8968

Observation 49e9fedf-9136-40f2-ae8d-3caa363886a3 · outbound

This paper cites Domain Adaptation in Intent Classification Systems: A Review.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Domain Adaptation in Intent Classification Systems: A Review

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.610269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.610269Z digest=sha256:7aee58caa733a082a1c70ea0c568eafa2a34dd12a7c4f5e43f23da60ffc89cab

Observation 6d1142d9-0817-4779-b4c7-5e9de7d3084f · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.642252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.642252Z digest=sha256:b86ebd95c80eeca76e88104bb97b93d93292d59ca02198695dc0c48bff2995a4

Observation e9e975ca-f1c3-4071-98d6-b011c73d4127 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.744549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.744549Z digest=sha256:a70779a79eeea6fefd38d9f26c72ba86bf034f3bb5f05ad96beb1590e58cf796

Observation 077abcbf-cdb6-4e4d-b824-479d947f60ed · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.891344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.891344Z digest=sha256:5410c8485309f8e3ca048c1a6e78ff0e6d849b713e1befb28eaeb6216f3c2c92

Observation f9b1b654-fffc-4623-81e9-6901eb017d47 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:31.994772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:31.994772Z digest=sha256:ef3fbeb0dc85eccda1d2a85ae40c5241705eb26fa4a8ece374fcbe05b2c60bb6

Observation 6aada67e-d943-41ce-913b-f238ccfc7d6c · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.077490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.077490Z digest=sha256:28e64221eca6efa7c2d10698ccb36f540a8a84aba0715b4fc2216888883ebed7

Observation fb0b0169-de12-40f0-a248-ed3120d521c7 · outbound

This paper cites Efficient Intent Detection with Dual Sentence Encoders.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Efficient Intent Detection with Dual Sentence Encoders

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.214753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.214753Z digest=sha256:b1a45d4c6ecd58352ec59e404381291636da65473cee4bf1154d4b4b6b5c8d70

Observation 270551e5-968e-4854-93e6-b1baca5cf590 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.298060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.298060Z digest=sha256:3bf5917310f6b84d7dc3bb6be45a51ca585d3dbd1a15b07fd0fc49fec8bc7452

Observation 110fbd65-3b30-4909-9eb3-e215e6273942 · outbound

This paper cites BERT for Joint Intent Classification and Slot Filling.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey BERT for Joint Intent Classification and Slot Filling

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.455067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.455067Z digest=sha256:944f9e7f50121909ea5fcdeb2789a37a62ad0969bf25630570efc62eb121c140

Observation 3080b4c1-00f3-473f-92bb-8bef145cfe38 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.561785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.561785Z digest=sha256:ff0ae86b509c9eae1361cf027cabf52c76b24a7b666d16b261708107f2b8ec68

Observation 06c8891e-d5d8-434b-ba94-95f326bac7af · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.645485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.645485Z digest=sha256:be36bf8daf996580f8e23dafaa364b9aabee21fb718148bd5b450aa01497c610

Observation b7f65c17-7001-4b90-bfc8-67b686d760a8 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.746963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.746963Z digest=sha256:3731d9ad8d4ac02ba6aa8384dacd74267f47fba89bec742a3d27d0678b7f88b8

Observation 2e08cf8b-de33-411a-9079-38f145b16849 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.824890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.824890Z digest=sha256:71afa5c20f605cbc0f0e1492cdd7d249e07100a650ce851a2c966be1e21098e5

Observation 24836e18-cd9b-4e9e-9506-4c9c90790131 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:32.910149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:32.910149Z digest=sha256:bc35213dc730bbb1ac2df73bd8e8e6afbe1b447a65f221941ec8a63c46e3accc

Observation ac80a2b4-0e26-4daf-880d-3b6dca314e8b · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.015320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.015320Z digest=sha256:26b655c299ff2e3f04c9d6ad3d05bfca11e4848e1d66b18f741f00e29a505d5d

Observation 7fd78b73-1db1-4503-8e4f-7cd4fbba9cb8 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.431178Z

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=pdf_text observed=2026-08-06T14:36:33.142710Z digest=sha256:6c28bc1babd3390f138ccb621ce9b2de4db18fb26fc0f32ca118216e76c3c5ba

Observation f9d43c7f-d477-4928-8bb3-d6f94c4fe7dd · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.227419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.227419Z digest=sha256:c33a1b04dd9c3758c2b02c152e9c76c359c4e541817700899d859fbf0a034972

Observation 71ec8c70-53a5-4430-8821-c8a2e606e61f · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.334811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.334811Z digest=sha256:2953a27a6bb13e24a2108306473a3fdb526d9e1d7960d9d813eca99564b3c579

Observation 5610b1bd-7f4d-44cf-8972-d084d3390637 · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.371759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.371759Z digest=sha256:91b578fb1521e06ea89f8ac0679d37a3a1a95107d0c6ec28bfbde0ca5b738ce6

Observation f88b6a2a-2023-4f70-839b-080b8c1e5529 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.379704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.379704Z digest=sha256:7984b1ae360427df625ee12057b0b12e1a8c7a896faaf3317f79363a5d1de465

Observation 492da985-e938-4508-9b89-fe05aa48c7ab · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.395125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.395125Z digest=sha256:43b45c72ce4c7c1affd0f1c1696ceff481b42f434ddef37fc19f3053d6c684f6

Observation 8d406014-f0f7-4feb-90dd-6b47b5592eda · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.410502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.410502Z digest=sha256:9b7fb069db768d6baa6cd2f562a5f8ce95e7d0c27fb86b1c3c964239eb0b8cc3

Observation b265e4c5-1f0c-4554-a176-7f5b0dc4a169 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.425707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.425707Z digest=sha256:883f30020109d1f084373ebc6b159826a39103cb3c47e26284a6fa2780952c58

Observation 8e49f473-91ec-4dd2-bf96-afe8d033cad9 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.437651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.437651Z digest=sha256:d38c85d2eebca616667d86366313f89e4cbffb5a2a43e3a23f6415b302f6300e

Observation 9ede210c-f622-48bb-bd41-a84bdac27305 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.443515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.443515Z digest=sha256:8cce004fd132b53dd2d359178264980cb91dee6b942e8e1d04de2fe46345e8af

Observation c57d8cff-9081-4dff-b1cf-3bc963f0454e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.449112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.449112Z digest=sha256:d24203d56825ba205de235408c386fb11331826995b4d8611e473e47c61c33d7

Observation d4529695-b915-45d2-bba9-2596fdff1ac6 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.461049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.461049Z digest=sha256:73fd55d18d9b0674b0015401d838c48a842033aa528befc0f8230699b0f39ae9

Observation a9b71540-f443-4506-9165-e8cc2f2e223c · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.465580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.465580Z digest=sha256:70f099851bd22fba5f809775afabb487f2b3a1a7a366413f4e7261e89c98f681

Observation 901aa660-df41-4966-b35a-74d43da5560b · outbound

This paper cites Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.472905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.472905Z digest=sha256:b9903f51bc49e8d522ce053000b5eca59817b7d49bc82d867a4c4c256ed086ed

Observation cfbeec89-4191-4925-8b4d-88d303d4d981 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.478504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.478504Z digest=sha256:2f138c1c56492d9dcb6693efa517cd2a6757fc0bce1b2d381be94bc08d50bcdf

Observation f6e71a17-b99c-4df3-aae2-91f781054c37 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.483238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.483238Z digest=sha256:dd7ec26693a16af3abc8a38af2bc640072a6027d725c2bfad22e5659c10c2a71

Observation a79a5e6e-a20a-459a-88cd-41063777e600 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.488057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.488057Z digest=sha256:dcfe270dc84bdcd40cdc27d31e486f822872b9ade966ced13b055566aa8dbc00

Observation f097b6d9-20a3-488a-9c51-5891ab873b98 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.491217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.491217Z digest=sha256:fe035fe78fbc6a621bfdfcfc9cadbc60ea22ba3c2e295baaf592e5a6db966b1d

Observation 688a6d15-d6e7-4816-992c-7fa3b876c3e5 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.412969Z

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=pdf_text observed=2026-08-06T14:36:33.500281Z digest=sha256:ff8d36288d18c1be4c159241bbeb0473e31ef664c40b27c7d5a17cb534fcf332

Observation 4c1708bb-534f-423a-8cb7-befedde1e1d5 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.504666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.504666Z digest=sha256:2e657a52cf1d59e7e35e6536ae15b30da3ddb4137aa60508f60a086477b275f1

Observation 092e4d66-f34c-4573-987a-3967c8b5574e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.513412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.513412Z digest=sha256:a8e3e0a32cbe2b2cb6f72bf44c80f045c9ddd481dae3fe7da9d0aab13ca786dd

Observation d01ed0f1-46b5-4fc2-a370-702a027488f8 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 39

Resolution
malformed identifier
no resolver link, observed 2026-08-06T14:36:33.516832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.516832Z digest=sha256:dfda3aa9541efd6c9f68767ce4214ea41a45ff30c6f65f1755b35643ee9cc020

Observation aba96e1d-deea-482c-ad5c-23af80b4827c · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.521625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.521625Z digest=sha256:42d5eca956846198881c619f31e5393849271d1cf166c32f77292f3da5be91a0

Observation 6f14ba3d-4d1b-4d46-a7a3-665b1cb2c6f2 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.524751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.524751Z digest=sha256:1403fcee34ecc093e76f56c1736be4d540959c4b509192d891860aa0ce4b484c

Observation 6bf75af3-7383-4ec4-bee6-f9d02d3d5bdb · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.535510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.535510Z digest=sha256:a6956399323e3a5311ffc6c72f89f45f28fccc53129104236c6830a9e1dad61d

Observation 0b53be99-3161-4013-ad1a-760559e5b843 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.544556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.544556Z digest=sha256:fa5bd7a70bc6f7e61714caa443ff10cdd7fadf1be6e6625563fbf86dcea97340

Observation 9f157be9-37b0-45b0-9afb-e2a3c71b4bba · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.548881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.548881Z digest=sha256:fd099e5f9cbc88cd3348654fb4c1fe0bae384f7736db03a84333023c4ca47d71

Observation e0a2524f-30f9-4465-b11f-cb719b128ace · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.558828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.558828Z digest=sha256:45987e8ffc94a8a9c8a3986a901b194a7827ed49050971c541951be8932b3206

Observation 2a0452dc-5e1b-4c7b-88d8-876bcce94048 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.566472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.566472Z digest=sha256:799b2f18c84677b58c82da93c75fb760706e9ac8669fc5b8ebd38407b6c7fac2

Observation 482e96ae-5c1d-4011-9944-a72efaab914f · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.573060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.573060Z digest=sha256:aec6632d5798a57d01edd41c5b065825b5d9dd34c8fbed329786566b907b4734

Observation 6be52ded-d8ce-4054-910d-662e2294f38e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.582478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.582478Z digest=sha256:92770dfd1b908cd408f9d51d6cad4cc2ec6b36734bbc5dbc70ba444f60365299

Observation 472696b6-4e7f-4b8f-9ea2-9cc2696c9e86 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 49

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.765050Z

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=pdf_text observed=2026-08-06T14:36:33.586709Z digest=sha256:523e4f34fd81036b7d5c23f1a798109f7d2f906cc306ccbcd7d27b88c4edbe03

Observation 5f2eb687-67ad-4bd8-9f8b-edb26cc69756 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.589780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.589780Z digest=sha256:14e90d85edecfcc37a3055f8bd02e1784ceb07163990e76e424c6b216c0e39d8

Observation 1e27dcd2-bd0b-4811-8435-21ae21e4e1b1 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.593680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.593680Z digest=sha256:260103d1c542ff5d37a61a264551bcfa3b2790d3801e4a6718ab71c8b77143c3

Observation eb3080cd-7c34-4326-b55a-828ab7f0b57e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.596996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.596996Z digest=sha256:be7869cdb5b07e3e7cd2317c77bbeb22ce6c6ca35727a60ba7a9ff91bcb7f41e

Observation b1accc72-2287-47b3-8d49-33f7f9260940 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.603470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.603470Z digest=sha256:5fae64b6992f280e55307960561ba567c31f3564585073e6d90b2cfec42d8e33

Observation 51171289-1b56-484d-8b61-995510f8798d · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 55

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.650171Z

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=pdf_text observed=2026-08-06T14:36:33.609059Z digest=sha256:436265448a8c15b713f0f87254a5b4eac3be7ff8d0323bf79a276c4107a14cd7

Observation 2f78be28-aa90-4a55-be57-24971453f7ae · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.624768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.624768Z digest=sha256:2e5b5ebcb04a07b2ae406ba008b55364f4dd63b56db4c37554e2f3ad34257985

Observation e76e41a1-3a90-4986-af96-82470c4ca2ee · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.628511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.628511Z digest=sha256:e90736d25a7f39ee46683771a4e75df20b58e57d59020bf67472ac6048e60e6c

Observation bee2ff39-fe81-4fe8-b181-c1f6fa8d1cc2 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.631808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.631808Z digest=sha256:ba2014ed70379169580e07581f6d2724c6b6eaa41a1decf635e912f0e248f693

Observation 9ccd3787-b784-4e51-8f56-81b13329ec09 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.635183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.635183Z digest=sha256:7fe120d9071f190788af184c445bb80592759d4562f32d70c9f6cc87ee6589ef

Observation 3310561e-a6bd-464d-8dbe-2599a520a2d1 · outbound

This paper cites Gonuguntla, K.C.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Gonuguntla, K.C

Reference 60

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.390892Z

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=pdf_text observed=2026-08-06T14:36:33.638325Z digest=sha256:b3e7f5bdc4187182f4abb623bad1def96a7dd987662d4fee729b28d56283bdba

Observation 95dd41db-f2bf-4c07-8fc9-be73fed484bf · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.641628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.641628Z digest=sha256:9f1b74c843fb344cee075a68d6e1172ec0867e1d66b39c2eb8e0160118756ac2

Observation d9078857-1954-4d91-ba00-7c314a0ad9ea · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.644643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.644643Z digest=sha256:c4f4d2ea2fec2b61d1edfe3a79adeb213ad13a1ab57912bc3bea97d6c6595819

Observation 89881620-d2c1-4e07-b3f9-a90ffca8e966 · outbound

This paper cites Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.656719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.656719Z digest=sha256:790d90ce7e96fe42ddc78435a65ba4c2883f99bff91ee39775edb8c16c5721e7

Observation 2f7a064c-a164-49c3-90cd-8897c7dfda43 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.659959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.659959Z digest=sha256:50233f3414fa01e4309ac4f19b6e7bd3598d4a913d914241e06fb15b9e2a1ea5

Observation def0f2ef-691e-4bad-84d4-378b4149bea1 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.665896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.665896Z digest=sha256:0f73e077d437e2104c60dd9a666e85bd986d7d39bf9fccecb11aa539af0a7e75

Observation 117c3c00-43d1-433a-bf94-73261e40985f · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.668733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.668733Z digest=sha256:209b1955d662706eab40e821a16225f08add477df0f435ca4471603cf55df4e4

Observation 68c02c00-89cb-4954-a2af-ee6a586dcafa · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.671829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.671829Z digest=sha256:8271fccd9e854068776a9d2f45589953d750ebf8e6d9d28126f38c70493da36e

Observation cae08b8f-d296-4c46-a23e-f84bda84b829 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 68

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.562998Z

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=pdf_text observed=2026-08-06T14:36:33.674686Z digest=sha256:b2a4fedc89d73819775fb6d608c011cfe62216efef4be3e5e55a1efaba301e3f

Observation 98eeb1cf-50b0-4474-8e82-576f433570fd · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 69

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.463727Z

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=pdf_text observed=2026-08-06T14:36:33.677612Z digest=sha256:a539d95c8b7f713fcff8d91f4a7a5d2904de4d2e22d753cf193e9bc425e13dab

Observation e207be5b-2cfe-47ed-8daf-6b8b39fbc0dd · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.680770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.680770Z digest=sha256:e0ac419984e7640ce879bf02bdf71a8bd9d60462405607e220a4d1d7503ed086

Observation 95beb549-f7d4-4193-ae08-a259bb50b58d · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 71

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.387665Z

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=pdf_text observed=2026-08-06T14:36:33.683706Z digest=sha256:d9d119bf23dbed425fc89b728892c11c2b0634c19c32f062f4d6188da8d93fe2

Observation a3e2b2d7-ab8b-4c4c-bccd-a7439d46e389 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 72

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.297739Z

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=pdf_text observed=2026-08-06T14:36:33.690490Z digest=sha256:01eea1b5bab099b19c1e42259676c704e3915dbc48efab99699481697d1f8e53

Observation e16bb2bf-8cd4-4cf2-a16d-97f93ce5a16e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.693501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.693501Z digest=sha256:f7f9ec07463a3ddc1ebe9216b90bd95f31a414d445dfd4b2d07f3481c0944a55

Observation c3caaf99-b009-41a5-8a42-6fe373bddabe · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 74

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.365010Z

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=pdf_text observed=2026-08-06T14:36:33.697040Z digest=sha256:d29c5325cc2b070cbd8830a39d0c2f216d5e4fc0928cd6320c124fc1c65410f2

Observation 4f5be602-aba8-4704-b4f1-d49896296768 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.700560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.700560Z digest=sha256:a253b69400fe98ab66d368a01eaceb30ecabfed0fcb12822ccfbdd9c24e05230

Observation 58ed2f13-c592-406e-8b32-fc6d720f321c · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.706865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.706865Z digest=sha256:3c9ed603c0760b229124fe042ac8c25fb8bf1aa4121b5b88c07a02567eca5124

Observation 41002f87-52c4-4905-82ff-4df838f27cd0 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 77

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.144826Z

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=pdf_text observed=2026-08-06T14:36:33.711421Z digest=sha256:b84ed3623cfa4ce882ceeb89c5987abc8b280ac66fccfdd2fb0bb9131cd6c67e

Observation 3f4db4fe-63dc-4fb4-87a1-f1d380bde199 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.715290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.715290Z digest=sha256:a0244d3e95e0e359788c8e257c2d33562acb3b99ad835579dbc0e3534b9a03c1

Observation af8144f8-bed2-4be9-99c2-7a2ac816dd1e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.724758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.724758Z digest=sha256:76fb5a131fd831ca12da6043122e00c5449fa54902c751deb914251a3bf9c723

Observation 3897786b-d3ce-49fc-9e81-6f050c65d048 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.731102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.731102Z digest=sha256:3bef3eba9756f26dfbea54f40cf3878d71706c67441b6885591a92d0ccbfe85c

Observation 959a9be3-237b-4945-847e-2b09a1bcc45b · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 81

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.346906Z

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=pdf_text observed=2026-08-06T14:36:33.734744Z digest=sha256:b2b0b5aecb09bb3693f095c674b6b2952e59d66f717a7ba1837ea5bfdefd20ca

Observation cc7545ee-76f0-4fa6-aad2-9acfd4c200da · outbound

This paper cites From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:36.065353Z

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=pdf_text observed=2026-08-06T14:36:33.741135Z digest=sha256:68913ebec2a8e68028ac3583862db40b52ecf6477d9879af93a2fb4e99aa4102

Observation 6da1e265-d2a5-4e83-b894-b666742f7e1c · outbound

This paper cites Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.744146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.744146Z digest=sha256:1a8ad2bd632f779d2e542d62791f0b998b4932c4ef9be861ec8524afac3f54af

Observation 9a9c2bb9-3fdb-46a1-8c44-d2522bb3c8d0 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 85

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:36.031326Z

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=pdf_text observed=2026-08-06T14:36:33.748014Z digest=sha256:9c01ab8eca869e1ad260a46c31691d49e9ce023c8213d4d4f906f4748c52cae8

Observation 843e6fc5-c9a8-40bf-b3fd-c718a9c272fb · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 86

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:36:35.959941Z

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=pdf_text observed=2026-08-06T14:36:33.752982Z digest=sha256:fdb856ff245bcd1ca12b188e6416ed8431de63c1768cb2b0655b0607c8695d5f

Observation 09059044-cdc5-4e3c-9417-e5dca0051667 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.756029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.756029Z digest=sha256:026d41fd2e07400a59c9644c27804ec4310724cffd7ad1515eaaaf7aaeabfc54

Observation c39806c9-af74-4f65-a205-8aa33988207f · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.760115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.760115Z digest=sha256:8dc54b751c35d2d0c3c5373154c84fb8a33c67792ce238eee7fe8caec529f7ed

Observation d72085ff-e97b-4a7b-a52f-2b49abc024d6 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.765235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.765235Z digest=sha256:e3d8178e25a2207132453bd8d238023707ad2959086da22beb8d2a016960512c

Observation 13399b2a-1ef6-49b9-bf7c-a51b9525458d · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.770057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.770057Z digest=sha256:932c64514daab52e0538435eb6f5d59e5601e72e720b2717667a1833630d251c

Observation 639313a6-3b3e-4902-ba97-399d882796f7 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 91

Resolution
verified exact
doi, observed 2026-08-06T14:36:34.324949Z

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=pdf_text observed=2026-08-06T14:36:33.779758Z digest=sha256:f7cf9d8609d9fae204e5cd79053bb31525f3f69a8b317c86be3276809863d102

Observation ad23b544-0a3a-46a9-a8ae-045a4e45c7e7 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.783179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.783179Z digest=sha256:fdbb0a957e2139592751457e796bf1967bdb4c9fa3cfae122d01bcaa36e519ba

Observation 677b0109-345e-4ee5-a303-bf0ca0ebd21d · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.786291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.786291Z digest=sha256:4720770eccf6ae602ab30bd99faab824c46c32b42163a7228a174300ba689762

Observation 3bbe506c-1568-4552-955f-fe47de03f1cd · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.791280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.791280Z digest=sha256:e23a4b0f36fbea114a7c42b3e90b33abb6367f73ebebfa99119c3756f66e0463

Observation f9cdbdcf-3e9e-4114-9221-5fc26c858974 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.796007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.796007Z digest=sha256:a77940ce6720bcec51e83479c4b67ee96d3239962e1cd77c7cdb03d5fb420890

Observation 47c301ba-6cfb-43a2-9d28-89a8ce6c9484 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.804203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.804203Z digest=sha256:0ba85404e7f3a8200bb5da818c146c29b4281fa041816a6d13fdaca08bb7ffd7

Observation 4946eba2-0351-401b-9b59-365ec687003b · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.808671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.808671Z digest=sha256:2299e6749aeebe0a2cd760deab3de73b269b6d03f157a6f294449197185660df

Observation c0a99bc3-4e46-44ea-a75e-0c3358c79a14 · outbound

This paper cites Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:35.859406Z

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=pdf_text observed=2026-08-06T14:36:33.826724Z digest=sha256:e3e3a0778da95227d84465d6a73919b501bee31422cba3009939e65500c41681

Observation 1589c478-5d8b-4a83-8dff-059c844c5c08 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.831325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.831325Z digest=sha256:94dd0770a7b8b0646cb749495c25ea6acc988d77afbbaef7d9cb42ac34b91341

Observation bbe3790f-b304-4b56-9fda-2c1f4bb20023 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.834367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.834367Z digest=sha256:cc40709cb99e60a225900777068a778a2b88f5b61736c20eebac90095b265421

Observation 6975e53f-c675-4dca-984f-2aa70fbde822 · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.837399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.837399Z digest=sha256:3d2804a87f52e5d118c3e72eb5d1f82aef8032a27c86581a23318cd5a5eaa507

Observation c6efe2ae-744b-4c26-bd3f-cd439574551e · outbound

This paper cites an unresolved cited work.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Unresolved cited work

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.840510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.840510Z digest=sha256:ba73a93c1f4e8d3164d03daea5cc3240cb4fd42491f312b0890bb209d6996b1f

Pith citing papers

Observation e48c8a52-375c-4de8-9d13-b36269182ee9 · inbound

MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion cites this paper.

MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion Deep Learning Approaches for Multimodal Intent Recognition: A Survey

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T15:51:46.914985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:51:46.914985Z digest=sha256:df21b43ee881407151ef6db8e765ddc8f37205949e3bf0a056f0d41ecf2ad550

Observation 89e3611e-bdaa-453e-981a-5e04358d5bfa · inbound

IntentVLM: Open-Vocabulary Intention Recognition through Forward-Inverse Modeling with Video-Language Models cites this paper.

IntentVLM: Open-Vocabulary Intention Recognition through Forward-Inverse Modeling with Video-Language Models Deep Learning Approaches for Multimodal Intent Recognition: A Survey

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:46:11.456781Z

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=pdf_text observed=2026-05-08T02:32:05.523343Z digest=sha256:b519cc7d6655dd55c8f2646d35b5e1acbe4285e0c5470c203a5d5f3ebd2303b2

Observation 251188f9-ffa7-4fce-9533-f7f2b698250e · inbound

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition cites this paper.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Deep Learning Approaches for Multimodal Intent Recognition: A Survey

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T18:28:20.573115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:28:20.573115Z digest=sha256:88b3003ff55b8b4ab5f614dc4950598ff570257d6c21a5a4d28ca276c5f8f699

Observation e7aec58f-e9cc-43c3-886f-964e6791f4d6 · inbound

Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding cites this paper.

Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding Deep Learning Approaches for Multimodal Intent Recognition: A Survey

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-08T00:49:09.350362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:49:09.350362Z digest=sha256:98ba30498b50a80a26c82fb9df0817968d7363707b576d80a85b8853c5bfcfbc