conftrace_

multimodal large language model

966 papers

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Also known as

MLLMS M-LLM MLLM

Co-occurring keywords

multimodal learning (4645) benchmark evaluation (1556) large language model (13587) visual question answering (1017) visual reasoning (493) video understanding (1658) instruction tuning (838) vision-language model (2348) chain-of-thought reasoning (551) visual grounding (518)

Papers

Design-o-Meter: Towards Evaluating and Refining Graphic Designs WACV 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025
Context-Informed Machine Translation of Manga using Multimodal Large Language Models COLING 2025
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ACL 2025
Towards Text-Image Interleaved Retrieval ACL 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025
MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation ACL 2025
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025
Attribution and Application of Multiple Neurons in Multimodal Large Language Models EMNLP 2025
FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs EMNLP 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions EMNLP 2025
VIVA+: Human-Centered Situational Decision-Making EMNLP 2025
CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting EMNLP 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
Reimagining Safety Alignment with An Image EMNLP 2025