Cover Image

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Hebin, Li, Yangning, Li, Yinghui, Zheng, Hai-Tao, Jiang, Wenhao, Kim, Hong-Gee
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Retrieval to Generation: Efficient and Effective Entity Set Expansion
by: Huang, Shulin, et al.
Published: (2023)

Automatic Context Pattern Generation for Entity Set Expansion
by: Li, Yinghui, et al.
Published: (2022)

UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities
by: Li, Yangning, et al.
Published: (2024)

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
by: Ye, Jingheng, et al.
Published: (2024)

Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
by: Li, Ruyu, et al.
Published: (2023)

A Study of Implicit Ranking Unfairness in Large Language Models
by: Xu, Chen, et al.
Published: (2023)

Exploring the Best Practices of Query Expansion with Large Language Models
by: Zhang, Le, et al.
Published: (2024)

Upcycling Candidate Tokens of Large Language Models for Query Expansion
by: Kim, Jinseok, et al.
Published: (2025)

LexSemBridge: Fine-Grained Dense Representation Enhancement through Token-Aware Embedding Augmentation
by: Zhan, Shaoxiong, et al.
Published: (2025)

Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs
by: Wang, Yuhao, et al.
Published: (2025)

RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
by: Lv, Qingsong, et al.
Published: (2025)

Corpus-Steered Query Expansion with Large Language Models
by: Lei, Yibin, et al.
Published: (2024)

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
by: Meng, GuangHao, et al.
Published: (2025)

Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval
by: Hu, Ruofan, et al.
Published: (2025)

SUMMA: A Multimodal Large Language Model for Advertisement Summarization
by: Jia, Weitao, et al.
Published: (2025)

Uncovering Cross-Domain Recommendation Ability of Large Language Models
by: Liu, Xinyi, et al.
Published: (2025)

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
by: Kim, Juyeon, et al.
Published: (2025)

Reasoning to Rank: An End-to-End Solution for Exploiting Large Language Models for Recommendation
by: Zheng, Kehan, et al.
Published: (2026)

A Topology-Aware Positive Sample Set Construction and Feature Optimization Method in Implicit Collaborative Filtering
by: Wu, Jiayi, et al.
Published: (2026)

Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey
by: Li, Minghan, et al.
Published: (2025)

RCTEA: Richness-guided Co-training for Temporal Entity Alignment
by: Li, Jiayun, et al.
Published: (2026)

Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking
by: Li, Yinghui, et al.
Published: (2023)

Mitigating Entity-Level Hallucination in Large Language Models
by: Su, Weihang, et al.
Published: (2024)

Fine-tuning Multimodal Large Language Models for Product Bundling
by: Liu, Xiaohao, et al.
Published: (2024)

Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
by: Zheng, Bowen, et al.
Published: (2023)

Semantic Gaussian Mixture Variational Autoencoder for Sequential Recommendation
by: Li, Beibei, et al.
Published: (2025)

On Evaluating the Adversarial Robustness of Foundation Models for Multimodal Entity Linking
by: Wang, Fang, et al.
Published: (2025)

Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation
by: Wang, Yu, et al.
Published: (2025)

AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
by: Li, Yangning, et al.
Published: (2025)

Large Language Models for Few-Shot Named Entity Recognition
by: Zhao, Yufei, et al.
Published: (2018)

RAVEN: An Agentic Framework for Multimodal Entity Discovery from Large-Scale Video Collections
by: Rosa, Kevin Dela
Published: (2025)

Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions
by: Hu, Xuming, et al.
Published: (2024)

LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding
by: Wan, Zhizhong, et al.
Published: (2024)

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
by: Xia, Yu, et al.
Published: (2024)

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection
by: Zhang, Jiale, et al.
Published: (2025)

Multimodal Relational Triple Extraction with Query-based Entity Object Transformer
by: Hei, Lei, et al.
Published: (2024)

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
by: Ye, Yuyang, et al.
Published: (2024)

Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues
by: Fu, Junchen, et al.
Published: (2026)

Entities as Retrieval Signals: A Systematic Study of Coverage, Supervision, and Evaluation in Entity-Oriented Ranking
by: Chatterjee, Shubham
Published: (2026)

Explicit and Implicit Semantic Ranking Framework
by: Zhu, Xiaofeng, et al.
Published: (2023)