Cover Image

KMMMU: Evaluation of Massive Multi-discipline Multimodal Understanding in Korean Language and Context

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Nahyun, Son, Guijin, Ko, Hyunwoo, Kim, Chanyoung, An, JunYoung, Han, Kyubeen, Kwak, Il-Youp
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Machine Learning Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KAIO: A Collection of More Challenging Korean Questions
by: Lee, Nahyun, et al.
Published: (2025)

Controlling Language Confusion in Multilingual LLMs
by: Lee, Nahyun, et al.
Published: (2025)

Pushing the Boundaries of Multiple Choice Evaluation to One Hundred Options
by: Lee, Nahyun, et al.
Published: (2026)

Multi-Step Reasoning in Korean and the Emergent Mirage
by: Son, Guijin, et al.
Published: (2025)

Fact-Checking at Scale: Multimodal AI for Authenticity and Context Verification in Online Media
by: Phan, Van-Hoang, et al.
Published: (2025)

Plug-and-Steer: Decoupling Separation and Selection in Audio-Visual Target Speaker Extraction
by: Kwak, Doyeop, et al.
Published: (2026)

Beyond Isolated Utterances: Cue-Guided Interaction for Context-Dependent Conversational Multimodal Understanding
by: Pan, Zhaoyan, et al.
Published: (2026)

Won: Establishing Best Practices for Korean Financial NLP
by: Son, Guijin, et al.
Published: (2025)

LRS-VoxMM: A benchmark for in-the-wild audio-visual speech recognition
by: Kwak, Doyeop, et al.
Published: (2026)

Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding
by: Zhang, Hanlei, et al.
Published: (2024)

QMAVIS: Long Video-Audio Understanding using Fusion of Large Multimodal Models
by: Lin, Zixing, et al.
Published: (2026)

Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
by: Ko, Hyunwoo, et al.
Published: (2025)

Evaluating Multimodal Large Language Models on Spoken Sarcasm Understanding
by: Li, Zhu, et al.
Published: (2025)

Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition
by: Nguyen, Cam-Van Thi, et al.
Published: (2024)

MCSC-Bench: Multimodal Context-to-Script Creation for Realistic Video Production
by: Hu, Huanran, et al.
Published: (2026)

UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
by: Bai, Hayes, et al.
Published: (2026)

Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation
by: Cao, Jiajun, et al.
Published: (2025)

Multimodal Self-Attention Network with Temporal Alignment for Audio-Visual Emotion Recognition
by: Koo, Inyong, et al.
Published: (2026)

MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks
by: Yang, Xiaocui, et al.
Published: (2024)

Is One-Shot In-Context Learning Helpful for Data Selection in Task-Specific Fine-Tuning of Multimodal LLMs?
by: An, Xiao, et al.
Published: (2026)

CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation
by: Oh, Hyunwoo, et al.
Published: (2025)

PRISM: Exposing and Resolving Spurious Isolation in Federated Multimodal Continual Learning
by: Wu, Beining, et al.
Published: (2026)

OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios
by: Yuan, Ziqi, et al.
Published: (2024)

MultiMed: Massively Multimodal and Multitask Medical Understanding
by: Mo, Shentong, et al.
Published: (2024)

Immersive Media and Massive Twinning: Advancing Towards the Metaverse
by: Hamidouche, Wassim, et al.
Published: (2023)

MIDI-LLaMA: An Instruction-Following Multimodal LLM for Symbolic Music Understanding
by: Yang, Meng, et al.
Published: (2026)

MCAD: Multimodal Context-Aware Audio Description Generation For Soccer
by: Chaudhary, Lipisha, et al.
Published: (2025)

InconVAD: A Two-Stage Dual-Tower Framework for Multimodal Emotion Inconsistency Detection
by: Li, Zongyi, et al.
Published: (2025)

Multi-source Knowledge Enhanced Graph Attention Networks for Multimodal Fact Verification
by: Cao, Han, et al.
Published: (2024)

Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning
by: Shukor, Mustafa, et al.
Published: (2023)

VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness
by: Cha, SeungJu, et al.
Published: (2025)

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark
by: Zhang, Han, et al.
Published: (2025)

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot
by: Fei, Hao, et al.
Published: (2024)

HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection
by: Jung, Juho, et al.
Published: (2024)

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2025)

Mixture of Disentangled Experts with Missing Modalities for Robust Multimodal Sentiment Analysis
by: Li, Xiang, et al.
Published: (2026)

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
by: Zhang, Lei, et al.
Published: (2025)

EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
by: Kim, Jongsuk, et al.
Published: (2024)

Towards Interactive Multimodal Representation of ML Functions for Human Understanding of ML
by: Wang, Bokang, et al.
Published: (2026)

MMTB: Evaluating Terminal Agents on Multimedia-File Tasks
by: Heo, Chiyeong, et al.
Published: (2026)