Imagen de Portada

M$^{3}$D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-level Information Extraction

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liu, Jiang, Li, Bobo, Yang, Xinran, Yang, Na, Fei, Hao, Zhang, Mingyao, Li, Fei, Ji, Donghong
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CMNER: A Chinese Multimodal NER Dataset based on Social Media
por: Ji, Yuanze, et al.
Publicado: (2024)

LASQ: A Low-resource Aspect-based Sentiment Quadruple Extraction Dataset
por: Yusufu, Aizihaierjiang, et al.
Publicado: (2026)

Code-MIE: A Code-style Model for Multimodal Information Extraction with Scene Graph and Entity Attribute Knowledge Enhancement
por: Liu, Jiang, et al.
Publicado: (2026)

Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm
por: Gao, Qiang, et al.
Publicado: (2024)

Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
por: Zhou, Chengjie, et al.
Publicado: (2024)

Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information
por: Gao, Qiang, et al.
Publicado: (2024)

Zero-Shot Conversational Stance Detection: Dataset and Approaches
por: Ding, Yuzhe, et al.
Publicado: (2025)

Multi-Granular Multimodal Clue Fusion for Meme Understanding
por: Zheng, Li, et al.
Publicado: (2025)

Dynamic Emotion and Personality Profiling for Multimodal Deception Detection
por: Zheng, Li, et al.
Publicado: (2026)

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning
por: He, Kang, et al.
Publicado: (2025)

M3TQA: Massively Multilingual Multitask Table Question Answering
por: Shu, Daixin, et al.
Publicado: (2025)

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents
por: Li, Bobo, et al.
Publicado: (2025)

P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
por: Zhang, Yidan, et al.
Publicado: (2024)

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
por: He, Kang, et al.
Publicado: (2026)

M4FC: a Multimodal, Multilingual, Multicultural, Multitask Real-World Fact-Checking Dataset
por: Geng, Jiahui, et al.
Publicado: (2025)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
por: Luo, Meng, et al.
Publicado: (2024)

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations
por: Luo, Meng, et al.
Publicado: (2024)

Event Extraction in Large Language Model
por: Li, Bobo, et al.
Publicado: (2025)

Modeling Unified Semantic Discourse Structure for High-quality Headline Generation
por: Xu, Minghui, et al.
Publicado: (2024)

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge
por: Zheng, Li, et al.
Publicado: (2025)

Automatic Extraction of Relationships among Motivations, Emotions and Actions from Natural Language Texts
por: Yang, Fei
Publicado: (2024)

DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement
por: Lin, Shaoqing, et al.
Publicado: (2025)

Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering
por: Zheng, Li, et al.
Publicado: (2026)

Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction
por: Yuan, Mengying, et al.
Publicado: (2025)

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
por: Li, Yangning, et al.
Publicado: (2024)

XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser
por: Cheng, Xianfu, et al.
Publicado: (2024)

Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description
por: Ahmed, Mahmoud, et al.
Publicado: (2024)

UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
por: Ji, Yifan, et al.
Publicado: (2026)

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
por: Yang, Jian, et al.
Publicado: (2024)

TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis
por: Wu, Xiaorui, et al.
Publicado: (2025)

A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction
por: Gan, Chengguang, et al.
Publicado: (2024)

CreoleVal: Multilingual Multitask Benchmarks for Creoles
por: Lent, Heather, et al.
Publicado: (2023)

"What is the value of {templates}?" Rethinking Document Information Extraction Datasets for LLMs
por: Zmigrod, Ran, et al.
Publicado: (2024)

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
por: Yang, Zhengdong, et al.
Publicado: (2025)

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
por: Zhang, Meishan, et al.
Publicado: (2024)

Generative Sentiment Analysis via Latent Category Distribution and Constrained Decoding
por: Zhou, Jun, et al.
Publicado: (2024)

Grounding Multilingual Multimodal LLMs With Cultural Knowledge
por: Nyandwi, Jean de Dieu, et al.
Publicado: (2025)

KnowCoder-X: Boosting Multilingual Information Extraction via Code
por: Zuo, Yuxin, et al.
Publicado: (2024)

Relation Extraction Using Large Language Models: A Case Study on Acupuncture Point Locations
por: Li, Yiming, et al.
Publicado: (2024)

Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
por: Wang, Qianli, et al.
Publicado: (2025)