conftrace_

vision language model

767 papers

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Also known as

VLMS VLM VL MODEL

Co-occurring keywords

vision-language model (2348) multimodal learning (4645) zero-shot learning (3650) visual question answering (1017) large language model (13587) contrastive learning (4032) benchmark evaluation (1556) transfer learning (5449) few-shot learning (3398) semantic segmentation (3186)

Papers

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024
To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models EMNLP 2024
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ACL 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024
Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling EMNLP 2024
Granular Privacy Control for Geolocation with Vision Language Models EMNLP 2024
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024
Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models EMNLP 2024
Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model EMNLP 2024
MATE: Meet At The Embedding - Connecting Images with Long Texts EMNLP 2024
Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024
Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts EMNLP 2024
UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition EMNLP 2024
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024
ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models ACL 2024
ReCAP: Semantic Role Enhanced Caption Generation COLING 2024
Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024