Copertina

MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Li, Tianyuan, Wang, Lei, Ahmat, Ahtamjan, Yang, Yating, Ma, Bo, Dong, Rui, Han, Bangju
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

CART: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling
di: Fang, Minghui, et al.
Pubblicazione: (2024)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
di: Li, Haoxuan, et al.
Pubblicazione: (2025)

Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
di: Si, Zihua, et al.
Pubblicazione: (2023)

Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment
di: Song, Jia, et al.
Pubblicazione: (2024)

Identify Then Recommend: Towards Unsupervised Group Recommendation
di: Liu, Yue, et al.
Pubblicazione: (2024)

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions
di: Wang, Tianshi, et al.
Pubblicazione: (2023)

XR: Cross-Modal Agents for Composed Image Retrieval
di: Yang, Zhongyu, et al.
Pubblicazione: (2026)

Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
di: Zhou, Zhigong, et al.
Pubblicazione: (2025)

Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity
di: Bracher, Adrian, et al.
Pubblicazione: (2026)

DualGR: Generative Retrieval with Long and Short-Term Interests Modeling
di: Yi, Zhongchao, et al.
Pubblicazione: (2025)

Multi-Step Semantic Reasoning in Generative Retrieval
di: Dong, Steven, et al.
Pubblicazione: (2026)

Identifying Origins of Place Names via Retrieval Augmented Generation
di: Horde-Vo, Alexis, et al.
Pubblicazione: (2025)

Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval
di: Tang, Yubao, et al.
Pubblicazione: (2024)

Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs
di: Han, Haoyu, et al.
Pubblicazione: (2025)

Mitigating Collaborative Semantic ID Staleness in Generative Retrieval
di: Baikalov, Vladimir, et al.
Pubblicazione: (2026)

UNGER: Generative Recommendation with A Unified Code via Semantic and Collaborative Integration
di: Xiao, Longtao, et al.
Pubblicazione: (2025)

STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation
di: Li, Shuai, et al.
Pubblicazione: (2026)

From Words to Worlds: Benchmarking Cross-Cultural Cultural Understanding in Machine Translation
di: Han, Bangju, et al.
Pubblicazione: (2026)

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
di: Zhang, Chenghao, et al.
Pubblicazione: (2025)

Generative Multi-Modal Knowledge Retrieval with Large Language Models
di: Long, Xinwei, et al.
Pubblicazione: (2024)

From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization
di: Hu, Peiyu, et al.
Pubblicazione: (2025)

C2T-ID: Converting Semantic Codebooks to Textual Document Identifiers for Generative Search
di: Zhang, Yingchen, et al.
Pubblicazione: (2025)

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval
di: Lu, Penghao, et al.
Pubblicazione: (2025)

Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation
di: Lu, Ziang, et al.
Pubblicazione: (2025)

TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement
di: Lin, Jibai, et al.
Pubblicazione: (2025)

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
di: Dong, Qian, et al.
Pubblicazione: (2025)

RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval
di: Wang, Jianzong, et al.
Pubblicazione: (2024)

Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment
di: Wang, Yuanyi, et al.
Pubblicazione: (2024)

SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpress
di: Yu, Yang, et al.
Pubblicazione: (2026)

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
di: Pan, Duyi, et al.
Pubblicazione: (2026)

Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
di: Zhang, Zhiyang, et al.
Pubblicazione: (2026)

Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval
di: Wang, Qian, et al.
Pubblicazione: (2024)

Revisiting General Map Search via Generative Point-of-Interest Retrieval
di: Chen, Dong, et al.
Pubblicazione: (2026)

Retrieval Feedback Memory Enhancement Large Model Retrieval Generation Method
di: Li, Leqian, et al.
Pubblicazione: (2025)

Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation
di: Wang, Haijin, et al.
Pubblicazione: (2024)

Fishing for Answers: Exploring One-shot vs. Iterative Retrieval Strategies for Retrieval Augmented Generation
di: Lin, Huifeng, et al.
Pubblicazione: (2025)

Augmenting Textual Generation via Topology Aware Retrieval
di: Wang, Yu, et al.
Pubblicazione: (2024)

Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation
di: Guo, Lei, et al.
Pubblicazione: (2025)

Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites
di: Lu, Sijin, et al.
Pubblicazione: (2024)

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
di: Wang, Ye, et al.
Pubblicazione: (2024)