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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

Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ACL 2023
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation ACL 2023
UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization ACL 2023
It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videos ACL 2023
MultiQG-TI: Towards Question Generation from Multi-modal Sources ACL 2023
Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study ACL 2023
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text EMNLP 2023
EDIS: Entity-Driven Image Search over Multimodal Web Content EMNLP 2023
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents EMNLP 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023
Impressions: Visual Semiotics and Aesthetic Impact Understanding EMNLP 2023
A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video EMNLP 2023
An Empirical Study of Frame Selection for Text-to-Video Retrieval EMNLP 2023
Query-based Image Captioning from Multi-context 360cdegree Images EMNLP 2023
Hierarchical Fusion for Online Multimodal Dialog Act Classification EMNLP 2023
Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023
VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023
M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023
Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023
Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023