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Papers
Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework
EMNLP 2024
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning
SemEval 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
NeurIPS 2024
Dense Connector for MLLMs
NeurIPS 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs
EMNLP 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
ACL 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
NeurIPS 2024
DubWise: Video-Guided Speech Duration Control in Multimodal LLM-based Text-to-Speech for Dubbing
Interspeech 2024
Efficient Large Multi-modal Models via Visual Context Compression
NeurIPS 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
EMNLP 2024
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models
EMNLP 2024
EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM
NAACL 2024
Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data
ACL 2024
Evolutionary Reward Design and Optimization with Multimodal Large Language Models
ACL 2024
Exploring Chain-of-Thought for Multi-modal Metaphor Detection
ACL 2024
Exploring the Capability of Multimodal LLMs with Yonkoma Manga: The YManga Dataset and Its Challenging Tasks
EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR
EMNLP 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
CVPR 2024
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
CVPR 2024
Ferret: Refer and Ground Anything Anywhere at Any Granularity
ICLR 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension
EMNLP 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
ICLR 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
ACL 2024
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
EMNLP 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond
COLING 2024