Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yanzhao, Li, Mingxin, Long, Dingkun, Zhang, Xin, Lin, Huan, Yang, Baosong, Xie, Pengjun, Yang, An, Liu, Dayiheng, Lin, Junyang, Huang, Fei, Zhou, Jingren |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking
by: Li, Mingxin, et al.
Published: (2026)
by: Li, Mingxin, et al.
Published: (2026)
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
by: Liu, Qi, et al.
Published: (2025)
by: Liu, Qi, et al.
Published: (2025)
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
by: Zhang, Xin, et al.
Published: (2024)
by: Zhang, Xin, et al.
Published: (2024)
ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking
by: Cai, Yuzheng, et al.
Published: (2025)
by: Cai, Yuzheng, et al.
Published: (2025)
Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging
by: Li, Mingxin, et al.
Published: (2024)
by: Li, Mingxin, et al.
Published: (2024)
Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum
by: Guo, Zhuoning, et al.
Published: (2025)
by: Guo, Zhuoning, et al.
Published: (2025)
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
by: Dai, Ziqi, et al.
Published: (2025)
by: Dai, Ziqi, et al.
Published: (2025)
When Text Embedding Meets Large Language Model: A Comprehensive Survey
by: Nie, Zhijie, et al.
Published: (2024)
by: Nie, Zhijie, et al.
Published: (2024)
DiffuRank: Effective Document Reranking with Diffusion Language Models
by: Liu, Qi, et al.
Published: (2026)
by: Liu, Qi, et al.
Published: (2026)
A Two-Stage Adaptation of Large Language Models for Text Ranking
by: Zhang, Longhui, et al.
Published: (2023)
by: Zhang, Longhui, et al.
Published: (2023)
Qwen3-ASR Technical Report
by: Shi, Xian, et al.
Published: (2026)
by: Shi, Xian, et al.
Published: (2026)
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
by: Jin, Jiajie, et al.
Published: (2026)
by: Jin, Jiajie, et al.
Published: (2026)
Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models
by: Deng, Boyi, et al.
Published: (2026)
by: Deng, Boyi, et al.
Published: (2026)
Qwen3-TTS Technical Report
by: Hu, Hangrui, et al.
Published: (2026)
by: Hu, Hangrui, et al.
Published: (2026)
Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training
by: Zhang, Longhui, et al.
Published: (2024)
by: Zhang, Longhui, et al.
Published: (2024)
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs
by: Zhang, Xin, et al.
Published: (2024)
by: Zhang, Xin, et al.
Published: (2024)
Language Models are Universal Embedders
by: Zhang, Xin, et al.
Published: (2023)
by: Zhang, Xin, et al.
Published: (2023)
Qwen2.5 Technical Report
by: Qwen, et al.
Published: (2024)
by: Qwen, et al.
Published: (2024)
Qwen2.5-Coder Technical Report
by: Hui, Binyuan, et al.
Published: (2024)
by: Hui, Binyuan, et al.
Published: (2024)
Qwen3Guard Technical Report
by: Zhao, Haiquan, et al.
Published: (2025)
by: Zhao, Haiquan, et al.
Published: (2025)
Towards Text-Image Interleaved Retrieval
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
by: Song, Tingyu, et al.
Published: (2026)
by: Song, Tingyu, et al.
Published: (2026)
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
by: Yang, An, et al.
Published: (2024)
by: Yang, An, et al.
Published: (2024)
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
by: Zhang, Yidan, et al.
Published: (2024)
by: Zhang, Yidan, et al.
Published: (2024)
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation
by: Guo, Peiming, et al.
Published: (2024)
by: Guo, Peiming, et al.
Published: (2024)
Qwen3 Technical Report
by: Yang, An, et al.
Published: (2025)
by: Yang, An, et al.
Published: (2025)
Qwen2-Audio Technical Report
by: Chu, Yunfei, et al.
Published: (2024)
by: Chu, Yunfei, et al.
Published: (2024)
Language Models can Self-Lengthen to Generate Long Texts
by: Quan, Shanghaoran, et al.
Published: (2024)
by: Quan, Shanghaoran, et al.
Published: (2024)
Qwen2.5-1M Technical Report
by: Yang, An, et al.
Published: (2025)
by: Yang, An, et al.
Published: (2025)
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
by: Gu, Tiancheng, et al.
Published: (2025)
by: Gu, Tiancheng, et al.
Published: (2025)
Qwen2 Technical Report
by: Yang, An, et al.
Published: (2024)
by: Yang, An, et al.
Published: (2024)
Text2Token: Unsupervised Text Representation Learning with Token Target Prediction
by: An, Ruize, et al.
Published: (2025)
by: An, Ruize, et al.
Published: (2025)
Qwen3-Omni Technical Report
by: Xu, Jin, et al.
Published: (2025)
by: Xu, Jin, et al.
Published: (2025)
ConText: Driving In-context Learning for Text Removal and Segmentation
by: Zhang, Fei, et al.
Published: (2025)
by: Zhang, Fei, et al.
Published: (2025)
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
by: Shen, Weizhou, et al.
Published: (2025)
by: Shen, Weizhou, et al.
Published: (2025)
ProcessBench: Identifying Process Errors in Mathematical Reasoning
by: Zheng, Chujie, et al.
Published: (2024)
by: Zheng, Chujie, et al.
Published: (2024)
The Lessons of Developing Process Reward Models in Mathematical Reasoning
by: Zhang, Zhenru, et al.
Published: (2025)
by: Zhang, Zhenru, et al.
Published: (2025)
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
by: Wang, Peng, et al.
Published: (2024)
by: Wang, Peng, et al.
Published: (2024)
Qwen-Image Technical Report
by: Wu, Chenfei, et al.
Published: (2025)
by: Wu, Chenfei, et al.
Published: (2025)
Qwen3-VL Technical Report
by: Bai, Shuai, et al.
Published: (2025)
by: Bai, Shuai, et al.
Published: (2025)
Similar Items
-
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking
by: Li, Mingxin, et al.
Published: (2026) -
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
by: Liu, Qi, et al.
Published: (2025) -
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
by: Zhang, Xin, et al.
Published: (2024) -
ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking
by: Cai, Yuzheng, et al.
Published: (2025) -
Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging
by: Li, Mingxin, et al.
Published: (2024)