Cover Image

Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Enze, Zheng, Bowen, Zhao, Wayne Xin, Wen, Ji-Rong
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LARES: Latent Reasoning for Sequential Recommendation
by: Liu, Enze, et al.
Published: (2025)

Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation
by: Zheng, Bowen, et al.
Published: (2024)

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

Pre-training Generative Recommender with Multi-Identifier Item Tokenization
by: Zheng, Bowen, et al.
Published: (2025)

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation
by: Zheng, Bowen, et al.
Published: (2025)

Generative Recommender with End-to-End Learnable Item Tokenization
by: Liu, Enze, et al.
Published: (2024)

Universal Item Tokenization for Transferable Generative Recommendation
by: Zheng, Bowen, et al.
Published: (2025)

Slow Thinking for Sequential Recommendation
by: Zhang, Junjie, et al.
Published: (2025)

Curriculum-scheduled Knowledge Distillation from Multiple Pre-trained Teachers for Multi-domain Sequential Recommendation
by: Sun, Wenqi, et al.
Published: (2024)

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
by: Zheng, Bowen, et al.
Published: (2024)

Deep Research for Recommender Systems
by: Ou, Kesha, et al.
Published: (2026)

Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
by: Cheng, Mingyue, et al.
Published: (2024)

EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
by: Tian, Zhen, et al.
Published: (2024)

Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation
by: Qin, Zhida, et al.
Published: (2026)

DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation
by: Liu, Chang, et al.
Published: (2025)

PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information
by: Song, Chonggang, et al.
Published: (2024)

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

Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
by: Wang, Xiaolei, et al.
Published: (2023)

QAGCF: Graph Collaborative Filtering for Q&A Recommendation
by: Zhang, Changshuo, et al.
Published: (2024)

Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation
by: Wu, Xinglong, et al.
Published: (2024)

Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation
by: Zhang, Changshuo, et al.
Published: (2024)

Privacy-Preserving Sequential Recommendation with Collaborative Confusion
by: Wang, Wei, et al.
Published: (2024)

Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation
by: Zhang, Changshuo, et al.
Published: (2025)

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

Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure
by: Zhao, Ziqi, et al.
Published: (2025)

Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis
by: Xu, Lanling, et al.
Published: (2024)

beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems
by: Vančura, Vojtěch, et al.
Published: (2024)

CARTS: Collaborative Agents for Recommendation Textual Summarization
by: Chen, Jiao, et al.
Published: (2025)

Brownian Bridge Diffusion for Sequential Recommendation
by: Bai, Yimeng, et al.
Published: (2025)

Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers
by: Li, Bingqian, et al.
Published: (2026)

Improving Conversational Recommendation Systems via Counterfactual Data Simulation
by: Wang, Xiaolei, et al.
Published: (2023)

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge
by: Wang, Zihan, et al.
Published: (2025)

Collaborative Semantic Alignment in Recommendation Systems
by: Wang, Chen, et al.
Published: (2023)

Sequence-level Semantic Representation Fusion for Recommender Systems
by: Xu, Lanling, et al.
Published: (2024)

Cloud-Device Collaborative Agents for Sequential Recommendation
by: Long, Jing, et al.
Published: (2025)

GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction
by: Ou, Kesha, et al.
Published: (2026)

Parallel Latent Reasoning for Sequential Recommendation
by: Tang, Jiakai, et al.
Published: (2026)

SCaLRec: Semantic Calibration for LLM-enabled Cloud-Device Sequential Recommendation
by: Zheng, Ruiqi, et al.
Published: (2026)

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

WPGRec: Wavelet Packet Guided Graph Enhanced Sequential Recommendation
by: Liu, Peilin, et al.
Published: (2026)