"dense retrieval" Papers

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Backdoor Attacks on Dense Retrieval via Public and Unintentional Triggers

Quanyu Long, Yue Deng, Leilei Gan et al.

COLM 2025paperarXiv:2402.13532
14
citations

BiXSE: Improving Dense Retrieval via Probabilistic Graded Relevance Distillation

Christos Tsirigotis, Vaibhav Adlakha, Joao Monteiro et al.

COLM 2025paperarXiv:2508.06781
1
citations

Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Yuhao Yang, ZhI JI, Zhaopeng Li et al.

NEURIPS 2025arXiv:2503.02453
41
citations

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval

Guangyuan Ma, Yongliang Ma, Xing Wu et al.

AAAI 2025paperarXiv:2408.10613
6
citations

Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation

Zhihao Zhang, Alan Zhu, Lijie Yang et al.

ICML 2024

A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks

Nicholas Monath, Will Grathwohl, Michael Boratko et al.

ICML 2024arXiv:2409.01890
1
citations

Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization

Shiqi Wang, Yeqin Zhang, Cam-Tu Nguyen

AAAI 2024paperarXiv:2401.00165
4
citations

TriSampler: A Better Negative Sampling Principle for Dense Retrieval

Zhen Yang, Zhou Shao, Yuxiao Dong et al.

AAAI 2024paperarXiv:2402.11855
14
citations