MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Tianyuan, Wang, Lei, Ahmat, Ahtamjan, Yang, Yating, Ma, Bo, Dong, Rui, Han, Bangju |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CART: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling
by: Fang, Minghui, et al.
Published: (2024)
by: Fang, Minghui, et al.
Published: (2024)
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025)
by: Li, Haoxuan, et al.
Published: (2025)
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
by: Si, Zihua, et al.
Published: (2023)
by: Si, Zihua, et al.
Published: (2023)
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment
by: Song, Jia, et al.
Published: (2024)
by: Song, Jia, et al.
Published: (2024)
Identify Then Recommend: Towards Unsupervised Group Recommendation
by: Liu, Yue, et al.
Published: (2024)
by: Liu, Yue, et al.
Published: (2024)
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions
by: Wang, Tianshi, et al.
Published: (2023)
by: Wang, Tianshi, et al.
Published: (2023)
XR: Cross-Modal Agents for Composed Image Retrieval
by: Yang, Zhongyu, et al.
Published: (2026)
by: Yang, Zhongyu, et al.
Published: (2026)
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
by: Zhou, Zhigong, et al.
Published: (2025)
by: Zhou, Zhigong, et al.
Published: (2025)
Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity
by: Bracher, Adrian, et al.
Published: (2026)
by: Bracher, Adrian, et al.
Published: (2026)
DualGR: Generative Retrieval with Long and Short-Term Interests Modeling
by: Yi, Zhongchao, et al.
Published: (2025)
by: Yi, Zhongchao, et al.
Published: (2025)
Multi-Step Semantic Reasoning in Generative Retrieval
by: Dong, Steven, et al.
Published: (2026)
by: Dong, Steven, et al.
Published: (2026)
Identifying Origins of Place Names via Retrieval Augmented Generation
by: Horde-Vo, Alexis, et al.
Published: (2025)
by: Horde-Vo, Alexis, et al.
Published: (2025)
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval
by: Tang, Yubao, et al.
Published: (2024)
by: Tang, Yubao, et al.
Published: (2024)
Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs
by: Han, Haoyu, et al.
Published: (2025)
by: Han, Haoyu, et al.
Published: (2025)
Mitigating Collaborative Semantic ID Staleness in Generative Retrieval
by: Baikalov, Vladimir, et al.
Published: (2026)
by: Baikalov, Vladimir, et al.
Published: (2026)
UNGER: Generative Recommendation with A Unified Code via Semantic and Collaborative Integration
by: Xiao, Longtao, et al.
Published: (2025)
by: Xiao, Longtao, et al.
Published: (2025)
STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation
by: Li, Shuai, et al.
Published: (2026)
by: Li, Shuai, et al.
Published: (2026)
From Words to Worlds: Benchmarking Cross-Cultural Cultural Understanding in Machine Translation
by: Han, Bangju, et al.
Published: (2026)
by: Han, Bangju, et al.
Published: (2026)
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
by: Zhang, Chenghao, et al.
Published: (2025)
by: Zhang, Chenghao, et al.
Published: (2025)
Generative Multi-Modal Knowledge Retrieval with Large Language Models
by: Long, Xinwei, et al.
Published: (2024)
by: Long, Xinwei, et al.
Published: (2024)
From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization
by: Hu, Peiyu, et al.
Published: (2025)
by: Hu, Peiyu, et al.
Published: (2025)
C2T-ID: Converting Semantic Codebooks to Textual Document Identifiers for Generative Search
by: Zhang, Yingchen, et al.
Published: (2025)
by: Zhang, Yingchen, et al.
Published: (2025)
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval
by: Lu, Penghao, et al.
Published: (2025)
by: Lu, Penghao, et al.
Published: (2025)
Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation
by: Lu, Ziang, et al.
Published: (2025)
by: Lu, Ziang, et al.
Published: (2025)
TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement
by: Lin, Jibai, et al.
Published: (2025)
by: Lin, Jibai, et al.
Published: (2025)
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
by: Dong, Qian, et al.
Published: (2025)
by: Dong, Qian, et al.
Published: (2025)
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval
by: Wang, Jianzong, et al.
Published: (2024)
by: Wang, Jianzong, et al.
Published: (2024)
Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment
by: Wang, Yuanyi, et al.
Published: (2024)
by: Wang, Yuanyi, et al.
Published: (2024)
SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpress
by: Yu, Yang, et al.
Published: (2026)
by: Yu, Yang, et al.
Published: (2026)
BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
by: Pan, Duyi, et al.
Published: (2026)
by: Pan, Duyi, et al.
Published: (2026)
Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
by: Zhang, Zhiyang, et al.
Published: (2026)
by: Zhang, Zhiyang, et al.
Published: (2026)
Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval
by: Wang, Qian, et al.
Published: (2024)
by: Wang, Qian, et al.
Published: (2024)
Revisiting General Map Search via Generative Point-of-Interest Retrieval
by: Chen, Dong, et al.
Published: (2026)
by: Chen, Dong, et al.
Published: (2026)
Retrieval Feedback Memory Enhancement Large Model Retrieval Generation Method
by: Li, Leqian, et al.
Published: (2025)
by: Li, Leqian, et al.
Published: (2025)
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation
by: Wang, Haijin, et al.
Published: (2024)
by: Wang, Haijin, et al.
Published: (2024)
Fishing for Answers: Exploring One-shot vs. Iterative Retrieval Strategies for Retrieval Augmented Generation
by: Lin, Huifeng, et al.
Published: (2025)
by: Lin, Huifeng, et al.
Published: (2025)
Augmenting Textual Generation via Topology Aware Retrieval
by: Wang, Yu, et al.
Published: (2024)
by: Wang, Yu, et al.
Published: (2024)
Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation
by: Guo, Lei, et al.
Published: (2025)
by: Guo, Lei, et al.
Published: (2025)
Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites
by: Lu, Sijin, et al.
Published: (2024)
by: Lu, Sijin, et al.
Published: (2024)
EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
by: Wang, Ye, et al.
Published: (2024)
by: Wang, Ye, et al.
Published: (2024)
Similar Items
-
CART: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling
by: Fang, Minghui, et al.
Published: (2024) -
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025) -
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
by: Si, Zihua, et al.
Published: (2023) -
Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment
by: Song, Jia, et al.
Published: (2024) -
Identify Then Recommend: Towards Unsupervised Group Recommendation
by: Liu, Yue, et al.
Published: (2024)