Paper Citation Record · LEDGER

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis

As of 13 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2412.08489.

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

pith.paper-citation-record.v1
2412.08489 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:49:44.663027Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:33:00.575754Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

32 of 32 outbound references displayed

verified exact3
verified fuzzy2
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation a1be524f-edb9-4ebb-8840-629987b7a75b · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.498826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41d86c9-965d-4231-88f7-926b1cefda43 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.283994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9a5a1462-f623-4061-805a-f4cecd216c3e · outbound

This paper cites Cambria, Soujanya Poria, Rajiv Bajpai, and Bj \"o rn Schuller.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Cambria, Soujanya Poria, Rajiv Bajpai, and Bj \"o rn Schuller

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:49:45.267435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0c0640f5-ac48-4fe7-8188-12bff4422087 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.249444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 94d3ad06-af24-41e5-9972-e30c5d289e90 · outbound

This paper cites DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.521297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09be215d-2a25-4c8f-90cb-d787f7bb13f0 · outbound

This paper cites Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.527030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97bae99-b477-46f0-93b2-297304520ee2 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.532241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 913c6765-2a59-43f2-8780-3548832bad2f · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.230860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b141fc6c-76a0-4a38-afad-9fc3e223c5bd · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.541578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23d2fc6-7299-4f0c-9960-e4526eaf84bc · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.191887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f3eb4b7e-520a-442e-8c65-3ab1891bfa6d · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.550812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0ec9ed-3c59-4926-a8e8-08c918797629 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.170059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b9f09ee8-e904-4493-8c97-524377d813dd · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.143159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a98b8c2e-ef7f-4d66-a5c5-e88233b39e04 · outbound

This paper cites Competence-based Curriculum Learning for Neural Machine Translation.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Competence-based Curriculum Learning for Neural Machine Translation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.566281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf05d6f0-6974-4454-b284-6261d806a4df · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.572609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 607fbf43-ecf1-47a3-9150-770e1e8c7fcd · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.577873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a70ac6a-a65f-42c4-8f8b-ad14b573ea1f · outbound

This paper cites RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:49:44.802960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 04375add-699e-44a4-9bd3-f09718cdcb62 · outbound

This paper cites Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T17:49:44.777397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation abe027a1-fdff-4fad-b03f-ac90721a2898 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.066390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 044181d2-b35e-4ffe-bec7-04fa870eb108 · outbound

This paper cites Cai, Junying Chen, Ho fung Leung, and Qing Li.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Cai, Junying Chen, Ho fung Leung, and Qing Li

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:49:45.042997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ebc9568-e695-4e6c-a620-c9905b5c266b · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:45.020358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a2cbe7dc-5c28-47c0-ab42-339626bfe55c · outbound

This paper cites A Unified Generative Framework for Aspect-Based Sentiment Analysis.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis A Unified Generative Framework for Aspect-Based Sentiment Analysis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.610939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8745ee6a-e84a-4115-971d-a312295575fc · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.998239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ef72fa8e-6ddf-47bc-a405-4a2c0cffface · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.978633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b5556a7-22d9-4272-979b-28a261590f84 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.962226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8514bc4f-eaea-4869-8671-bb4ac4c1f4d0 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-11T17:49:44.720778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b3268506-c19d-4132-8ba0-a6d65a919632 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.944680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b7e349db-bca1-47b5-b887-87a83e10db34 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.927651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6131d362-3dd8-4d71-9f61-43fdea89d8f7 · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-11T17:49:44.703389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a4a2baf6-422a-4410-b793-bee007e410dd · outbound

This paper cites an unresolved cited work.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:44.908593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd446d86-6722-4b1f-a642-f06db7950343 · outbound

This paper cites online" 'onlinestring :=.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis online" 'onlinestring :=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.657488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0858204-553b-487c-af35-8b67747628f4 · outbound

This paper cites write newline.

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:44.663027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 260f25aa-c3c4-4660-90da-b9f1ebd54390 · inbound

CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis cites this paper.

CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:33:00.694103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.