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Multimodal PEAR Chain-of-Thought Reasoning for Multimodal Sentiment Analysis
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/j.inffus.2022.11.022openalex-snapshot
AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00258openalex-snapshot
Progressive Modality Reinforcement for Human Multimodal Emotion Recognition from Unaligned Multimodal Sequences
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00641openalex-snapshot
Decoupled Multimodal Distilling for Emotion Recognition
inferredcites →https://doi.org/10.1109/icassp.2014.6853739openalex-snapshot
COVAREP — A collaborative voice analysis repository for speech technologies
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VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
inferredcites →https://doi.org/10.1109/msp.2021.3106895openalex-snapshot
Emotion Recognition From Multiple Modalities: Fundamentals and methodologies
inferredcites →https://doi.org/10.1109/taffc.2022.3172360openalex-snapshot
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.1109/taffc.2023.3282410openalex-snapshot
Multi-Task Momentum Distillation for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.1109/tmm.2022.3183830openalex-snapshot
Cross-Modal Enhancement Network for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.1109/tmm.2023.3293335openalex-snapshot
Multimodal Reaction: Information Modulation for Cross-Modal Representation Learning
inferredcites →https://doi.org/10.1145/3343031openalex-snapshot
MM '19: Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019
inferredcites →https://doi.org/10.1145/3503161openalex-snapshot
Proceedings of the 30th ACM International Conference on Multimedia
inferredcites →https://doi.org/10.1145/3503161.3547754openalex-snapshot
Disentangled Representation Learning for Multimodal Emotion Recognition
inferredcites →https://doi.org/10.1145/3542927openalex-snapshot
Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling
inferredcites →https://doi.org/10.1145/3586075openalex-snapshot
Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges
inferredcites →https://doi.org/10.1609/aaai.v33i01.33017216openalex-snapshot
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
inferredcites →https://doi.org/10.1609/aaai.v34i05.6431openalex-snapshot
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
inferredcites →https://doi.org/10.1609/aaai.v35i12.17289openalex-snapshot
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.214openalex-snapshot
Integrating Multimodal Information in Large Pretrained Transformers
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.567openalex-snapshot
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.723openalex-snapshot
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.79openalex-snapshot
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.147openalex-snapshot
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
inferredcites →https://doi.org/10.18653/v1/2023.acl-short.101openalex-snapshot
Reasoning Implicit Sentiment with Chain-of-Thought Prompting
inferredcites →https://doi.org/10.18653/v1/2023.findings-eacl.2openalex-snapshot
Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/d17-1115openalex-snapshot
Tensor Fusion Network for Multimodal Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.18653/v1/p17-1openalex-snapshot
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
inferredcites →https://doi.org/10.18653/v1/p18-1209openalex-snapshot
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors
inferredcites →https://doi.org/10.18653/v1/p19-1656openalex-snapshot
Multimodal Transformer for Unaligned Multimodal Language Sequences
inferredcites →https://doi.org/10.48550/arxiv.1606.06259openalex-snapshot
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos
inferredcites →https://doi.org/10.48550/arxiv.1711.05101openalex-snapshot
Decoupled Weight Decay Regularization
inferredcites →https://doi.org/10.48550/arxiv.1806.06176openalex-snapshot
Learning Factorized Multimodal Representations
inferredcites →https://doi.org/10.48550/arxiv.2201.11903openalex-snapshot
BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
inferredcites →https://doi.org/10.48550/arxiv.2203.11171openalex-snapshot
Self-Consistency Improves Chain of Thought Reasoning in Language Models
inferredcites →https://doi.org/10.48550/arxiv.2204.02311openalex-snapshot
PaLM: Scaling Language Modeling with Pathways
inferredcites →https://doi.org/10.48550/arxiv.2302.00923openalex-snapshot
Multimodal Chain-of-Thought Reasoning in Language Models
inferredcites →https://doi.org/10.48550/arxiv.2307.09288openalex-snapshot
Behavioral Safety and Context Retention of Large Language Models in a Longitudinal ICU Simulation under Offline Conditions
inferredcites →https://doi.org/10.48550/arxiv.2309.11495openalex-snapshot
Chain-of-Verification Reduces Hallucination in Large Language Models
inferredcites →https://doi.org/10.48550/arxiv.2309.15402openalex-snapshot
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
inferredcites →https://doi.org/10.48550/arxiv.2310.03951openalex-snapshot
Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations
inferredcites →https://doi.org/10.52202/068431-0182openalex-snapshot
Learn to Explain: Multimodal Reasoning Via Thought Chains for Science Question Answering
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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GRACE-Net: A Gated Reliability-Aware Attentive Compression Network for Multimodal Sentiment Analysis via Variational Information Bottleneck and Cross-Modal Attention Fusion
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Disentangled representation learning with temporal smoothness constraints for multimodal sentiment analysis
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inferred← citeshttps://doi.org/10.1038/s41598-026-56224-yopenalex-snapshot
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HERA: Fusing Deliberative Reasoning and Adaptive Hypernetworks for Knowledge-Enhanced Multimodal Sentiment Analysis
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.02307openalex-snapshot
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-Modal Alignment
inferred← citeshttps://doi.org/10.1109/taffc.2024.3440924openalex-snapshot
AVES: An Audio-Visual Emotion Stream Dataset for Temporal Emotion Detection
inferred← citeshttps://doi.org/10.1109/taffc.2026.3663280openalex-snapshot
TPFN: A Text-Guided Progressive Fusion Network for Multimodal Sentiment Analysis
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3557930openalex-snapshot
A Two-Stage Selective Experience Replay for Double-Actor Deep Reinforcement Learning
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Chain-of-Situation Aware Progressive Inference Learning
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Neighboring State-Aware Policy for Deep Reinforcement Learning
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Toward Visual Grounding: A Survey
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A Two-Stage Full Fine-Tuning and LLM Post-processing Framework for MCABSA
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Towards Unified Affective Reasoning via In-Context Reinforcement Learning
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Digital humor analysis of Bo Burnham’s Netflix comedy special Inside: new sincerity, postirony, and metamodernism at play
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Object-scene semantics correlation analysis for image emotion classification
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LLM-Guided Multimodal Information Fusion With Hierarchical Spatio-Temporal Graph Network for Sentiment Analysis
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