Paper Citation Record · LEDGER

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities

As of 6 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2604.05558.

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

pith.paper-citation-record.v1
2604.05558 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:46:43.917137Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:37:22.187737Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact2
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52785e53-e78b-4333-9e37-862cfb835307 · outbound

This paper cites A systematic literature review on incomplete multimodal learning : techniques and challenges.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities A systematic literature review on incomplete multimodal learning : techniques and challenges

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.084935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3519bbe0-b4c7-459f-ba8a-6c6efd021f13 · outbound

This paper cites Multimodal reconstruct and align net for missing modality problem in sentiment analysis.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal reconstruct and align net for missing modality problem in sentiment analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.102231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83dafd9d-8e9a-4554-96de-88e5feeeb6d0 · outbound

This paper cites Moda lity translation based multimodal sentiment analysis under uncertain missing modali ties.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Moda lity translation based multimodal sentiment analysis under uncertain missing modali ties

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.110229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9d93f983-c5af-454a-881b-cdacc14e4be8 · outbound

This paper cites A unified self-distillat ion framework for multimodal sentiment analysis with uncertain missing modalities.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities A unified self-distillat ion framework for multimodal sentiment analysis with uncertain missing modalities

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.092514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5e942cf6-fecc-424e-b8f0-59c1b0543f8f · outbound

This paper cites Few-shot multimodal sentiment analysis based on multimodal probabilistic fusion prompts.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Few-shot multimodal sentiment analysis based on multimodal probabilistic fusion prompts

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.087302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63ef652c-476f-4177-86f4-67673ce31a2d · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Deep Multimodal Learning with Missing Modality: A Survey

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:26:04.085445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eed89456-a790-43e3-be21-b07090487b29 · outbound

This paper cites Multimodal transformer for unaligned multimodal language sequence s.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal transformer for unaligned multimodal language sequence s

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.095531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ece0544-7f01-4931-a260-da00108a86a3 · outbound

This paper cites Multimodal senti ment intensity analysis in videos: Facial gestures and verbal messages.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal senti ment intensity analysis in videos: Facial gestures and verbal messages

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.088380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation acec53ee-627a-48c2-bb45-dd354c886d33 · outbound

This paper cites Multimodal language analysis in the wild: Cmu-mo sei dataset and interpretable dynamic fusion graph.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal language analysis in the wild: Cmu-mo sei dataset and interpretable dynamic fusion graph

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.106741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9bf4ccec-a72b-46bc-b84f-82f9b0239f0b · outbound

This paper cites Ch sims: A chinese multimodal sentiment analysis dataset with fine-grained annotation of modality.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Ch sims: A chinese multimodal sentiment analysis dataset with fine-grained annotation of modality

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.098937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 721da5fc-bc69-42a8-8333-31aca9ab535d · outbound

This paper cites Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:30:52.081000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76a3e287-8b31-4644-af0c-cf0191ecf384 · outbound

This paper cites Missing modality imagination network for emotion recognition with uncertain missing modalitie s.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Missing modality imagination network for emotion recognition with uncertain missing modalitie s

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.080954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eba50cb2-e24e-4d8d-ac0d-4b0b733caa1e · outbound

This paper cites Multimodal prompting with missing modalitie s for visual recognition.

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities Multimodal prompting with missing modalitie s for visual recognition

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:00:34.071225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation f8bf62cd-307e-41f5-a6f9-03dbb6f30977 · inbound

Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis? cites this paper.

Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis? Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T18:37:22.187737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.