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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

Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024
VIMI: Grounding Video Generation through Multi-modal Instruction EMNLP 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection INTERSPEECH 2024
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models EMNLP 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding EMNLP 2024
Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model EMNLP 2024
Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech EMNLP 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems EMNLP 2024
Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback ACL 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking ACL 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024
Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024
Learning Musical Representations for Music Performance Question Answering EMNLP 2024
Enhancing Temporal Modeling of Video LLMs via Time Gating EMNLP 2024
Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024
WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024
Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024
Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation EMNLP 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause EMNLP 2024
UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition EMNLP 2024
Visual Language – Let the Product Say What You Want AAAI 2024