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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Language + Molecules EACL 2024
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning WACV 2024
Multimodal Cross-lingual Phrase Retrieval COLING 2024
DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024
MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition INTERSPEECH 2024
Individuation in Neural Models with and without Visual Grounding EMNLP 2024
Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection EACL 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024
Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024
A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024
Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition INTERSPEECH 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024
MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media COLING 2024
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SEMEVAL 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
Contrastive Feedback Mechanism for Simultaneous Speech Translation INTERSPEECH 2024
EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NIPS 2024
QFNU_CS at SemEval-2024 Task 3: A Hybrid Pre-trained Model based Approach for Multimodal Emotion-Cause Pair Extraction Task SEMEVAL 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions EMNLP 2024
Financial Forecasting from Textual and Tabular Time Series EMNLP 2024