Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis | Paper Citation Record

Observation 2dd932fe-4efa-45d7-ab90-2bd6abe5773d · outbound

This paper cites Multimodal lan- guage analysis in the wild: CMU-MOSEI dataset and inter- pretable dynamic fusion graph.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Multimodal lan- guage analysis in the wild: CMU-MOSEI dataset and inter- pretable dynamic fusion graph

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.052561Z

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Observation 07b8ad39-8cd3-4def-886d-8cc9b59114dd · outbound

This paper cites Iemo- cap: Interactive emotional dyadic motion capture database.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Iemo- cap: Interactive emotional dyadic motion capture database

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.829005Z

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Observation 67998c3b-a7af-47e1-904d-d15756661d45 · outbound

This paper cites Cr-gac: Cross-modal recombination via graph-attention col- laborative optimization for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Cr-gac: Cross-modal recombination via graph-attention col- laborative optimization for multimodal sentiment analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.033044Z

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Observation f64ced02-2e1a-4c1c-b3b6-6fe89bd6efe3 · outbound

This paper cites Hyperdi- mensional uncertainty quantification for multimodal uncer- tainty fusion in autonomous vehicles perception.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Hyperdi- mensional uncertainty quantification for multimodal uncer- tainty fusion in autonomous vehicles perception

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.982086Z

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Observation 5b88317d-5410-4ec7-931d-52fcccb97f7b · outbound

This paper cites Revisiting modality imbalance in multimodal pedestrian detection.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Revisiting modality imbalance in multimodal pedestrian detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.029554Z

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Observation cc449549-f492-4025-9187-fac3764c14eb · outbound

This paper cites Covarep—a collaborative voice analysis repository for speech technologies.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Covarep—a collaborative voice analysis repository for speech technologies

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.973345Z

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Observation bf7277c2-5b49-4c2d-8177-4c4ff19e8173 · outbound

This paper cites Bert: Pre-training of deep bidirectional trans- formers for language understanding.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Bert: Pre-training of deep bidirectional trans- formers for language understanding

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.851513Z

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Observation e253bf53-c34c-46c4-8e22-d4d845722edc · outbound

This paper cites Zero-shot conversational stance detection: Dataset and approaches.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Zero-shot conversational stance detection: Dataset and approaches

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.015653Z

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Observation a998476d-506b-4948-b289-f31c839acf25 · outbound

This paper cites Pmr: Prototypical modal rebalance for multi- modal learning.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Pmr: Prototypical modal rebalance for multi- modal learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.996154Z

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Observation 4620ae03-7849-4fe7-8c76-88005e1fec5a · outbound

This paper cites Detached and interactive multimodal learn- ing.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Detached and interactive multimodal learn- ing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.872784Z

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Observation 3988565e-53d4-4c46-8eb1-dd5ded551eee · outbound

This paper cites Emoe: Modality-specific enhanced dynamic emotion experts.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Emoe: Modality-specific enhanced dynamic emotion experts

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.977366Z

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Observation a51ea36e-41ca-42f8-8c41-af3d41e63174 · outbound

This paper cites Catch your emotion: Sharpening emo- tion perception in multimodal large language models.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Catch your emotion: Sharpening emo- tion perception in multimodal large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.000831Z

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Observation a4917967-e99f-4d01-b43b-766b5979c79a · outbound

This paper cites Missing the missing values: The ugly duckling of fairness in machine learning.International Journal of Intelligent Systems, 36(7):3217–3258.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Missing the missing values: The ugly duckling of fairness in machine learning.International Journal of Intelligent Systems, 36(7):3217–3258

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.931496Z

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Observation 58613b5d-d2a2-496c-a517-a8359653c4a3 · outbound

This paper cites Enhanced experts with uncertainty- aware routing for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Enhanced experts with uncertainty- aware routing for multimodal sentiment analysis

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.811177Z

Source-reported events for the cited work

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Observation da252719-4d82-447c-8ad7-ed85ecc6c387 · outbound

This paper cites Embracing unimodal aleatoric un- certainty for robust multimodal fusion.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Embracing unimodal aleatoric un- certainty for robust multimodal fusion

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.877220Z

Source-reported events for the cited work

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Observation 927bba42-f242-481a-8bbb-d31c82eb6f37 · outbound

This paper cites Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:31:02.077728Z

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Observation e6152e30-0993-441e-9d49-c229b6935a84 · outbound

This paper cites Misa: Modality-invariant and-specific representa- tions for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Misa: Modality-invariant and-specific representa- tions for multimodal sentiment analysis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.841394Z

Source-reported events for the cited work

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Observation 2660410e-121c-41bd-a537-4cb0a1697085 · outbound

This paper cites Pase: Prototype-aligned calibration and shapley-based equilibrium for multimodal sentiment analy- sis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Pase: Prototype-aligned calibration and shapley-based equilibrium for multimodal sentiment analy- sis

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:31:02.067928Z

Source-reported events for the cited work

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Observation 608bca48-c40e-495d-b3db-c7d3353abfc3 · outbound

This paper cites DALR: Dual-level alignment learning for multimodal sentence representation learning.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis DALR: Dual-level alignment learning for multimodal sentence representation learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.806058Z

Source-reported events for the cited work

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Observation c01f7459-61e4-474f-903c-3cfe88829cf2 · outbound

This paper cites Adaptive unimodal regulation for balanced multimodal in- formation acquisition.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Adaptive unimodal regulation for balanced multimodal in- formation acquisition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.906683Z

Source-reported events for the cited work

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Observation f5218918-3e29-4da0-827b-ef4364cdcc26 · outbound

This paper cites Multimodal prompting with missing modalities for vi- sual recognition.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Multimodal prompting with missing modalities for vi- sual recognition

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.896942Z

Source-reported events for the cited work

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Observation b1beac58-fbe8-44f8-9176-31c913d5fc23 · outbound

This paper cites Revisiting disentanglement and fusion on modality and context in conversational multi- modal emotion recognition.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Revisiting disentanglement and fusion on modality and context in conversational multi- modal emotion recognition

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.969222Z

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Observation eb116242-5bcc-42e8-9066-ef8a2599d2af · outbound

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

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis A unified self-distillation framework for multimodal sentiment analysis with uncertain missing modalities

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.900483Z

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Observation cbd1529e-ee84-43fa-9faf-7392211141b1 · outbound

This paper cites Correlation-decoupled knowledge distillation for multimodal sentiment analy- sis with incomplete modalities.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Correlation-decoupled knowledge distillation for multimodal sentiment analy- sis with incomplete modalities

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.880597Z

Source-reported events for the cited work

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Observation b872c1c0-5fd3-49a8-bf40-9339eeeb3ae2 · outbound

This paper cites Dpu: Dynamic prototype updating for multimodal out-of-distribution detection.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Dpu: Dynamic prototype updating for multimodal out-of-distribution detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.921329Z

Source-reported events for the cited work

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Observation f2fdaf66-625e-4f27-b08e-ff454731a93e · outbound

This paper cites Decoupled multi- modal distilling for emotion recognition.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Decoupled multi- modal distilling for emotion recognition

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.816078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 15332c58-9327-4c84-b290-30f1d93e2e5a · outbound

This paper cites Alignmamba: Enhancing multimodal mamba with local and global cross-modal alignment.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Alignmamba: Enhancing multimodal mamba with local and global cross-modal alignment

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.055979Z

Source-reported events for the cited work

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Observation 4fc197d7-9f07-4cd3-8176-6019d18f6b0f · outbound

This paper cites Gcnet: Graph completion network for incomplete mul- timodal learning in conversation.IEEE Transactions on pat- tern analysis and machine intelligence, 45(7):8419–8432.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Gcnet: Graph completion network for incomplete mul- timodal learning in conversation.IEEE Transactions on pat- tern analysis and machine intelligence, 45(7):8419–8432

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.855304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 15f6126c-751b-47e1-869d-7089ddb21bc6 · outbound

This paper cites Semi-iin: Semi-supervised intra-inter modal interaction learning net- work for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Semi-iin: Semi-supervised intra-inter modal interaction learning net- work for multimodal sentiment analysis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.036696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 332d8715-f870-4a0d-a98d-c89eb272790b · outbound

This paper cites Smil: Multimodal learning with severely missing modality.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Smil: Multimodal learning with severely missing modality

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.865817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c9d7c240-8a3c-4b53-bcd1-a8aaa264e8b6 · outbound

This paper cites Robust multiview multimodal driver monitoring system using masked multi- head self-attention.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Robust multiview multimodal driver monitoring system using masked multi- head self-attention

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.869239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4b6d80bd-b5cb-4f60-9346-c4b2846c8093 · outbound

This paper cites Visualizing data using t-sne.Journal of machine learning research, 9: 2579–2605.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Visualizing data using t-sne.Journal of machine learning research, 9: 2579–2605

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.862446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dc6def2b-7f13-4326-8ea0-190ec590c0ab · outbound

This paper cites Harnessing frozen unimodal encoders for flexible multimodal alignment.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Harnessing frozen unimodal encoders for flexible multimodal alignment

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.910434Z

Source-reported events for the cited work

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Observation bccb2e9b-da1d-40d9-9489-ec85e8e07a6b · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Representation Learning with Contrastive Predictive Coding

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-11T11:31:02.071794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3f311944-f8a8-47f0-ba39-a3b2a0eff381 · outbound

This paper cites Balanced multimodal learning via on-the-fly gradient modulation.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Balanced multimodal learning via on-the-fly gradient modulation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.820647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dbae3501-054f-4d22-b449-de9c511c5821 · outbound

This paper cites GloVe: Global vectors for word representation.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis GloVe: Global vectors for word representation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.833021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6aea1e3b-0b58-4874-9d3e-dd834d9ec257 · outbound

This paper cites Found in translation: Learn- ing robust joint representations by cyclic translations be- tween modalities.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Found in translation: Learn- ing robust joint representations by cyclic translations be- tween modalities

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.845787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f1094ab3-1788-43e9-8d11-d70533a8a8dd · outbound

This paper cites Convolutional mkl based multimodal emotion recogni- tion and sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Convolutional mkl based multimodal emotion recogni- tion and sentiment analysis

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.890332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 894a5055-b5f0-40b1-875c-b0c4b2635eb2 · outbound

This paper cites Recursive joint cross- modal attention for multimodal fusion in dimensional emo- tion recognition.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Recursive joint cross- modal attention for multimodal fusion in dimensional emo- tion recognition

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.859144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f61bd4a6-fd9d-4226-b26e-9ba6faa3d8b2 · outbound

This paper cites Multiemo: An attention- based correlation-aware multimodal fusion framework for emotion recognition in conversations.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Multiemo: An attention- based correlation-aware multimodal fusion framework for emotion recognition in conversations

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.914094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1ea4f1dc-7361-407c-a529-673e57517fec · outbound

This paper cites Cubemlp: An mlp-based model for multimodal sentiment analysis and depression estimation.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Cubemlp: An mlp-based model for multimodal sentiment analysis and depression estimation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.893675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f2b4a3cc-388c-4ee7-b6b1-b1b8057a8260 · outbound

This paper cites A multi-focus-driven multi-branch network for robust multi- modal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis A multi-focus-driven multi-branch network for robust multi- modal sentiment analysis

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.801485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e9a13745-7b92-46af-955e-06ff5467d802 · outbound

This paper cites Enhance modality robustness in text-centric multimodal alignment with adversarial prompting.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Enhance modality robustness in text-centric multimodal alignment with adversarial prompting

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.048968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a5259ca-cbb6-4b3d-b5b3-67c8b81acdc4 · outbound

This paper cites Multimodal transformer for unaligned multimodal language sequences.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Multimodal transformer for unaligned multimodal language sequences

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.059308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 872b2c03-ab75-4f50-81eb-a1c82434b066 · outbound

This paper cites Cross-modal enhancement network for mul- timodal sentiment analysis.IEEE Transactions on Multime- dia, 25:4909–4921.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Cross-modal enhancement network for mul- timodal sentiment analysis.IEEE Transactions on Multime- dia, 25:4909–4921

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.025956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3eac70f5-9362-4d13-9cfe-d15947c53e93 · outbound

This paper cites Tetfn: A text enhanced transformer fusion network for multimodal sentiment analysis.Pattern Recog- nition, 136:109259.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Tetfn: A text enhanced transformer fusion network for multimodal sentiment analysis.Pattern Recog- nition, 136:109259

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.040340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 553af89d-a18d-44b4-91f1-abb1ac9f3e23 · outbound

This paper cites Refining and synthe- sis: A simple yet effective data augmentation framework for cross-domain aspect-based sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Refining and synthe- sis: A simple yet effective data augmentation framework for cross-domain aspect-based sentiment analysis

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.045359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d5d3427-5599-4ca0-bfe8-3dbba5b0d05a · outbound

This paper cites Dlf: Disentangled-language-focused multi- modal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Dlf: Disentangled-language-focused multi- modal sentiment analysis

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.009718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f85e0510-d0c6-4faa-a7c8-1ae72382b996 · outbound

This paper cites What makes train- ing multi-modal classification networks hard? InProceed- ings of the IEEE/CVF conference on computer vision and pattern recognition, pages 12695–12705.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis What makes train- ing multi-modal classification networks hard? InProceed- ings of the IEEE/CVF conference on computer vision and pattern recognition, pages 12695–12705

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.964670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c7d569a0-e5c7-4c89-8395-8f1f5fe5ad7b · outbound

This paper cites Words can shift: Dy- namically adjusting word representations using nonverbal behaviors.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Words can shift: Dy- namically adjusting word representations using nonverbal behaviors

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.953284Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 10e29676-a01f-4d1c-a120-6cf504c2b307 · outbound

This paper cites Trans- modality: An end2end fusion method with transformer for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Trans- modality: An end2end fusion method with transformer for multimodal sentiment analysis

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.917737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d1f61369-0f5d-413d-9775-f9d02f172de3 · outbound

This paper cites Enhancing multimodal sentiment analy- sis for missing modality through self-distillation and unified modality cross-attention.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Enhancing multimodal sentiment analy- sis for missing modality through self-distillation and unified modality cross-attention

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.019291Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 51e93374-8663-4654-befc-1e0e297b15f4 · outbound

This paper cites Characterizing and overcoming the greedy nature of learning in multi-modal deep neural net- works.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Characterizing and overcoming the greedy nature of learning in multi-modal deep neural net- works

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.022640Z

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Observation a22cf137-bd5b-4619-87d4-d26f053703db · outbound

This paper cites Enriching multimodal sentiment analysis through textual emotional descriptions of visual-audio con- tent.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Enriching multimodal sentiment analysis through textual emotional descriptions of visual-audio con- tent

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.949618Z

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Observation 06cba708-034e-4e16-86f8-6d119a21072c · outbound

This paper cites Towards multi- modal sentiment analysis via hierarchical correlation model- ing with semantic distribution constraints.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Towards multi- modal sentiment analysis via hierarchical correlation model- ing with semantic distribution constraints

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.938409Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1f20cce5-9710-4bdc-82c0-065c6a7b0077 · outbound

This paper cites Confede: Contrastive feature decomposition for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Confede: Contrastive feature decomposition for multimodal sentiment analysis

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.991623Z

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Observation 044313c1-68ae-4e79-909e-8bfd87660ce1 · outbound

This paper cites Clgsi: a mul- timodal sentiment analysis framework based on contrastive learning guided by sentiment intensity.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Clgsi: a mul- timodal sentiment analysis framework based on contrastive learning guided by sentiment intensity

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:20.005629Z

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Observation f77797e8-5869-41be-b7e7-83fa6c96998e · outbound

This paper cites Adapting bert for target-oriented multimodal sentiment classification.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Adapting bert for target-oriented multimodal sentiment classification

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.924627Z

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Observation e9e2b9bc-d61a-4cb8-a741-823e6bf04451 · outbound

This paper cites Learning modality-specific representations with self-supervised multi- task learning for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Learning modality-specific representations with self-supervised multi- task learning for multimodal sentiment analysis

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.986810Z

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Observation 6c5d235c-bd89-4da8-9a9b-0b435c38c78a · outbound

This paper cites Conki: Contrastive knowledge injection for multimodal sen- timent analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Conki: Contrastive knowledge injection for multimodal sen- timent analysis

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.942141Z

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Observation d91b52ad-8e9d-45cc-9f60-1e8a84ef1f05 · outbound

This paper cites Transformer- based feature reconstruction network for robust multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Transformer- based feature reconstruction network for robust multimodal sentiment analysis

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.945749Z

Source-reported events for the cited work

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Observation 90eec439-59a1-4862-9173-026470e85ffc · outbound

This paper cites MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:31:02.082772Z

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Observation 778dc15f-3b72-4fa3-8874-1a6c4a44d83d · outbound

This paper cites Chinese Men- talBERT: Domain-adaptive pre-training on social media for Chinese mental health text analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Chinese Men- talBERT: Domain-adaptive pre-training on social media for Chinese mental health text analysis

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.825069Z

Source-reported events for the cited work

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Observation f0dbdab9-9637-456a-a0f8-8044e303d20e · outbound

This paper cites Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:31:02.060471Z

Source-reported events for the cited work

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Observation 9e9d6990-056e-4d3d-85b0-be3d087238ea · outbound

This paper cites Towards ro- bust multimodal sentiment analysis with incomplete data.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Towards ro- bust multimodal sentiment analysis with incomplete data

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.887179Z

Source-reported events for the cited work

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Observation 6d280efa-0b87-4f26-9656-71015157cf2e · outbound

This paper cites Ecerc: evidence-cause atten- tion network for multi-modal emotion recognition in conver- sation.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Ecerc: evidence-cause atten- tion network for multi-modal emotion recognition in conver- sation

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.883981Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d4d979ab-6309-4bad-aa2f-e31242096dc3 · outbound

This paper cites ESCoT: Towards interpretable emotional support di- alogue systems.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis ESCoT: Towards interpretable emotional support di- alogue systems

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.837185Z

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Observation 49e6adfb-394e-45ec-a715-2ff73d9178c9 · outbound

This paper cites Modal feature optimization network with prompt for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Modal feature optimization network with prompt for multimodal sentiment analysis

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.927965Z

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Observation 86329702-d4c2-4159-9ca6-38cacf274c70 · outbound

This paper cites Glomo: Global-local modal fusion for multimodal sentiment analysis.

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis Glomo: Global-local modal fusion for multimodal sentiment analysis

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T11:36:19.957029Z

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