Paper Citation Record · LEDGER

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.03475.

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

pith.paper-citation-record.v1
2608.03475 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:28:22.895348Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy29
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11dc8c14-2339-4ef9-9eaf-b53379ce1e63 · outbound

This paper cites A survey on multi-modal intent recognition: Recent advances and new frontiers,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition A survey on multi-modal intent recognition: Recent advances and new frontiers,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:30.172943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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

This paper cites Deep Learning Approaches for Multimodal Intent Recognition: A Survey.

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.

Observation 193b835a-1b2d-4815-8091-49a8ca8432fd · outbound

This paper cites Adaptive multimodal fusion: dynamic attention allocation for intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Adaptive multimodal fusion: dynamic attention allocation for intent recognition,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:29.713126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c035cc2c-4a42-46d8-9766-283d15d8d480 · outbound

This paper cites SMIL: multimodal learning with severely missing modality,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition SMIL: multimodal learning with severely missing modality,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:29.478002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a50e6266-3beb-40a4-bfb1-846e7bae9897 · outbound

This paper cites Text takes over: A study of modality bias in multimodal intent detection,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Text takes over: A study of modality bias in multimodal intent detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:28.969296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 715494d0-6dad-4cb6-bfe2-45dc9f022b81 · outbound

This paper cites Multimodal intent recognition based on text-guided cross-modal attention,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Multimodal intent recognition based on text-guided cross-modal attention,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:28.742466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5cd589b5-bcf1-49be-84a6-814bee9d7ef9 · outbound

This paper cites Uncertain multimodal intention and emotion understanding in the wild,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Uncertain multimodal intention and emotion understanding in the wild,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:29.195877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07d661ee-add4-4955-aeca-56f2885a150a · outbound

This paper cites Adaptive re-calibration learning for balanced multimodal intention recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Adaptive re-calibration learning for balanced multimodal intention recognition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:28.412346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c133f49-6aff-42ca-a04f-731244f0f4f3 · outbound

This paper cites Mitigating Multi- modal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Mitigating Multi- modal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:28.192547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c112aa31-34e1-48cd-8da0-d161e359bcc9 · outbound

This paper cites Mtl-slt: multi-task learning for spoken language tasks,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Mtl-slt: multi-task learning for spoken language tasks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:27.975165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0173cbd-6f45-4287-bcc1-707cfa83e134 · outbound

This paper cites Integration of pre-trained networks with continuous token interface for end-to-end spoken language understand- ing,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Integration of pre-trained networks with continuous token interface for end-to-end spoken language understand- ing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:27.728933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b93b220-0798-44b8-8814-bd04a7def2e7 · outbound

This paper cites Unbiased multimodal audio-to-intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Unbiased multimodal audio-to-intent recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:27.419935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be6ceb88-9cc2-4e74-8134-629abc37990b · outbound

This paper cites Prototype-based intent perception,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Prototype-based intent perception,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:27.185862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b25c9ce7-fd2f-45fc-a13d-ae9239173562 · outbound

This paper cites Synergy of sight and semantics: visual intention understanding with clip,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Synergy of sight and semantics: visual intention understanding with clip,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:26.969193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db347612-34ba-4a13-a4b1-05112c3724b5 · outbound

This paper cites LLM-guided semantic relational reasoning for multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition LLM-guided semantic relational reasoning for multimodal intent recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:26.748600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d06fc1cd-2cef-49f5-8293-ce3e57faf6dc · outbound

This paper cites Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:26.483676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8e4a3492-0cd7-4135-a0af-7d555c16f8b1 · outbound

This paper cites Multimodal classification and out-of-distribution detection for multimodal intent understanding,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Multimodal classification and out-of-distribution detection for multimodal intent understanding,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:26.308693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 409df9ed-0cf3-4348-afe2-083a31a1f6eb · outbound

This paper cites An effective multimodal representation and fusion method for multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition An effective multimodal representation and fusion method for multimodal intent recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:26.040543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb828394-e73c-4dec-b2c5-efafb05e185d · outbound

This paper cites Hierarchical attention-based multimodal fusion network for video emotion recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Hierarchical attention-based multimodal fusion network for video emotion recognition,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:25.836482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd6b58bf-1ede-4456-8df5-0a37369eba97 · outbound

This paper cites WDMIR: Wavelet-Driven Multimodal Intent Recognition.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition WDMIR: Wavelet-Driven Multimodal Intent Recognition

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:28:23.082431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b694f20b-c455-4342-b6fa-d1d6da5f2c83 · outbound

This paper cites Token-level contrastive learning with modality-aware prompting for multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Token-level contrastive learning with modality-aware prompting for multimodal intent recognition,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:29.979107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a9b066a-49a8-45f3-baa9-a858c39e9495 · outbound

This paper cites Inmu-net: Advancing multi-modal intent detection via information bottleneck and multi-sensory processing,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Inmu-net: Advancing multi-modal intent detection via information bottleneck and multi-sensory processing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:25.644826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a6e9682-8a7b-40c9-925a-2fe75f4eae89 · outbound

This paper cites SeD- UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition SeD- UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:25.468870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb25b5d4-4a9f-4553-b590-2f81319159cf · outbound

This paper cites Who should I trust? explicit confidence- focused multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Who should I trust? explicit confidence- focused multimodal intent recognition,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:25.212278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 525ff09a-59e6-4c94-a7db-4ef57ff7457e · outbound

This paper cites Bridging modality gaps: Cross-modal complementary learning with three-way decision for multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Bridging modality gaps: Cross-modal complementary learning with three-way decision for multimodal intent recognition,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:24.893596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 17d4162c-31b5-4b00-82d6-305bfbc12e75 · outbound

This paper cites Qwen2.5-Omni Technical Report,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Qwen2.5-Omni Technical Report,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:24.592412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 885fe0e8-1a55-46a7-9600-09a2b5609892 · outbound

This paper cites MIntRec: A new dataset for multimodal intent recognition,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition MIntRec: A new dataset for multimodal intent recognition,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:24.333823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e4cfa34-2d8a-4d0a-a1e8-56fe88ba0c7e · outbound

This paper cites MIntRec2.0: A large-scale benchmark dataset for multimodal intent recognition and out-of-scope detection in conversations,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition MIntRec2.0: A large-scale benchmark dataset for multimodal intent recognition and out-of-scope detection in conversations,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:24.119291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f2a58f4-33ab-4163-a2b2-eb74c786afda · outbound

This paper cites Misa: Modality-invariant and -specific representations for multimodal sentiment analysis,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Misa: Modality-invariant and -specific representations for multimodal sentiment analysis,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:23.871628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e56f2d91-daad-449d-b656-37a3b44e8fe4 · outbound

This paper cites Multimodal transformer for unaligned multimodal language sequences,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Multimodal transformer for unaligned multimodal language sequences,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:23.657750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6ea00a91-8ae6-4c43-8bca-12472ad11edb · outbound

This paper cites Introducing magbert: A language model for magnesium textual data mining and analysis,.

Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition Introducing magbert: A language model for magnesium textual data mining and analysis,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:28:23.321656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.