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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023
Location-Aware Visual Question Generation with Lightweight Models EMNLP 2023
Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023
Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? EMNLP 2023
Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue EMNLP 2023
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue EMNLP 2023
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot EMNLP 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP 2023
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP 2023
Can We Edit Multimodal Large Language Models? EMNLP 2023
DetGPT: Detect What You Need via Reasoning EMNLP 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning EMNLP 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? EMNLP 2023
Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning EMNLP 2023
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding EMNLP 2023
DUBLIN: Visual Document Understanding By Language-Image Network EMNLP 2023
Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP 2023
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding EMNLP 2023
MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework EMNLP 2023
Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection EMNLP 2023
Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions EMNLP 2023