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Multimodal Learning

13,185 papers

Papers per year

2
46
675
3655
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Papers

ALOHa: A New Measure for Hallucination in Captioning Models NAACL 2024
M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation NAACL 2024
Do Vision-Language Models Understand Compound Nouns? NAACL 2024
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers NAACL 2024
Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts NAACL 2024
Multiple-Question Multiple-Answer Text-VQA NAACL 2024
Visual Grounding for User Interfaces NAACL 2024
Generating Signed Language Instructions in Large-Scale Dialogue Systems NAACL 2024
Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models NAACL 2024
EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM NAACL 2024
GOLD: Geometry Problem Solver with Natural Language Description NAACL 2024
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder NAACL 2024
Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models NAACL 2024
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training NAACL 2024
R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization NAACL 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism NAACL 2024
Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs NAACL 2024
Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction NAACL 2024
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models NAACL 2024
Natural Language-based State Representation in Deep Reinforcement Learning NAACL 2024
UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UI NAACL 2024
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP NAACL 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency NAACL 2024