Cover Image

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qi, Liu, Yongyi, He, Defu, Lian, Zhi, Zheng, Tong, Xu, Che, Liu, Enhong, Chen
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting
by: Liu, Xukai, et al.
Published: (2024)

In-Context Former: Lightning-fast Compressing Context for Large Language Model
by: Wang, Xiangfeng, et al.
Published: (2024)

DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
by: Wang, Fang, et al.
Published: (2025)

VP-MEL: Visual Prompts Guided Multimodal Entity Linking
by: Mi, Hongze, et al.
Published: (2024)

Understanding Privacy Risks of Embeddings Induced by Large Language Models
by: Zhu, Zhihao, et al.
Published: (2024)

When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities
by: Chen, Jin, et al.
Published: (2023)

Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization
by: Zhang, Yanghai, et al.
Published: (2024)

UniDM: A Unified Framework for Data Manipulation with Large Language Models
by: Qian, Yichen, et al.
Published: (2024)

LLM Cache Bandit Revisited: Addressing Query Heterogeneity for Cost-Effective LLM Inference
by: Yang, Hantao, et al.
Published: (2025)

DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model
by: Song, Shezheng, et al.
Published: (2024)

Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
by: Liu, Zheng, et al.
Published: (2023)

Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models
by: Liu, Qi, et al.
Published: (2026)

UniChange: Unifying Change Detection with Multimodal Large Language Model
by: Zhang, Xu, et al.
Published: (2025)

More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing
by: Ma, Xin, et al.
Published: (2026)

PairUni: Pairwise Training for Unified Multimodal Language Models
by: Zheng, Jiani, et al.
Published: (2025)

UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models
by: Li, Zhuoyang, et al.
Published: (2024)

UniCode: Learning a Unified Codebook for Multimodal Large Language Models
by: Zheng, Sipeng, et al.
Published: (2024)

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
by: Xin, Amy, et al.
Published: (2024)

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
by: Liu, Ze, et al.
Published: (2025)

A Survey on Multimodal Large Language Models
by: Yin, Shukang, et al.
Published: (2023)

Generative Multimodal Entity Linking
by: Shi, Senbao, et al.
Published: (2023)

A Unified Biomedical Named Entity Recognition Framework with Large Language Models
by: Lv, Tengxiao, et al.
Published: (2025)

OVEL: Large Language Model as Memory Manager for Online Video Entity Linking
by: Zhao, Haiquan, et al.
Published: (2024)

UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
by: Chen, Qizhou, et al.
Published: (2025)

UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
by: Mo, Fengran, et al.
Published: (2025)

O1 Embedder: Let Retrievers Think Before Action
by: Yan, Ruiran, et al.
Published: (2025)

ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
by: Huang, Yuqing, et al.
Published: (2024)

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models
by: Jin, Yiqiao, et al.
Published: (2026)

MEL: Legal Spanish Language Model
by: Sánchez, David Betancur, et al.
Published: (2025)

Supply Chain Network Extraction and Entity Classification Leveraging Large Language Models
by: Liu, Tong, et al.
Published: (2024)

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
by: Xu, Derong, et al.
Published: (2024)

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
by: Xu, Derong, et al.
Published: (2024)

Learning to Substitute Components for Compositional Generalization
by: Li, Zhaoyi, et al.
Published: (2025)

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
by: Xu, Derong, et al.
Published: (2024)

Large Language Models for Generative Information Extraction: A Survey
by: Xu, Derong, et al.
Published: (2023)

AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes
by: Yao, Barry Menglong, et al.
Published: (2023)

StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
by: Guo, Shoutao, et al.
Published: (2025)

UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
by: Yang, Zhi, et al.
Published: (2026)

Semantic and Structural Analysis of Implicit Biases in Large Language Models: An Interpretable Approach
by: Zhang, Renhan, et al.
Published: (2025)

Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents
by: Wu, Shiwei, et al.
Published: (2024)