Imagen de Portada

Investigating Multi-layer Representations for Dense Passage Retrieval

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xie, Zhongbin, Lukasiewicz, Thomas
Formato:	Preprint
Publicado:	2025
Materias:	Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Improving Dense Passage Retrieval with Multiple Positive Passages
por: Chang, Shuai
Publicado: (2025)

Dense Passage Retrieval: Is it Retrieving?
por: Reichman, Benjamin, et al.
Publicado: (2024)

Dense Passage Retrieval in Conversational Search
por: Salamah, Ahmed H., et al.
Publicado: (2025)

Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations
por: McGuire, Niall, et al.
Publicado: (2024)

Training Dense Retrievers with Multiple Positive Passages
por: Wang, Benben, et al.
Publicado: (2026)

Cohort Retrieval using Dense Passage Retrieval
por: Jadhav, Pranav
Publicado: (2025)

Improve Dense Passage Retrieval with Entailment Tuning
por: Dai, Lu, et al.
Publicado: (2024)

MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval
por: Liu, Yifan, et al.
Publicado: (2025)

TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
por: Abdallah, Abdelrahman, et al.
Publicado: (2025)

Spectral Tempering for Embedding Compression in Dense Passage Retrieval
por: Li, Yongkang, et al.
Publicado: (2026)

Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
por: Ma, Guangyuan, et al.
Publicado: (2024)

Investigating Mixture of Experts in Dense Retrieval
por: Sokli, Effrosyni, et al.
Publicado: (2024)

Bayesian Active Learning with Gaussian Processes Guided by LLM Relevance Scoring for Dense Passage Retrieval
por: Kim, Junyoung, et al.
Publicado: (2026)

MultiContrievers: Analysis of Dense Retrieval Representations
por: Goldfarb-Tarrant, Seraphina, et al.
Publicado: (2024)

Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking
por: Ji, Yifan, et al.
Publicado: (2025)

Passage Query Methods for Retrieval and Reranking in Conversational Agents
por: De Lima, Victor, et al.
Publicado: (2025)

Mixed-initiative Query Rewriting in Conversational Passage Retrieval
por: Yang, Dayu, et al.
Publicado: (2023)

SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval
por: Rahmani, Hossein A., et al.
Publicado: (2024)

A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage Retrieval
por: Kostric, Ivica, et al.
Publicado: (2024)

Generative Retrieval as Multi-Vector Dense Retrieval
por: Wu, Shiguang, et al.
Publicado: (2024)

LSTM-based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval
por: Yang, Yingrui, et al.
Publicado: (2025)

Efficient Multi-Vector Dense Retrieval Using Bit Vectors
por: Nardini, Franco Maria, et al.
Publicado: (2024)

I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval
por: Dong, Qian, et al.
Publicado: (2023)

Retrieval-GRPO: A Multi-Objective Reinforcement Learning Framework for Dense Retrieval in Taobao Search
por: Liu, Xingxian, et al.
Publicado: (2025)

Reproducibility Analysis and Enhancements for Multi-Aspect Dense Retriever with Aspect Learning
por: Bi, Keping, et al.
Publicado: (2024)

A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval
por: Sun, Xiaojie, et al.
Publicado: (2023)

Does Generative Retrieval Overcome the Limitations of Dense Retrieval?
por: Zhang, Yingchen, et al.
Publicado: (2025)

Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval
por: Freymuth, Niklas, et al.
Publicado: (2025)

A Representation Sharpening Framework for Zero Shot Dense Retrieval
por: Ashok, Dhananjay, et al.
Publicado: (2025)

On the Scaling of Robustness and Effectiveness in Dense Retrieval
por: Liu, Yu-An, et al.
Publicado: (2025)

Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling
por: Li, Minghan, et al.
Publicado: (2024)

Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval
por: Zhang, Hanqi, et al.
Publicado: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
por: Rybak, Piotr, et al.
Publicado: (2023)

Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive Learning
por: Sidiropoulos, Georgios, et al.
Publicado: (2024)

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
por: Zhou, Tianshuo, et al.
Publicado: (2023)

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
por: Zhuang, Shengyao, et al.
Publicado: (2024)

DAPR: A Benchmark on Document-Aware Passage Retrieval
por: Wang, Kexin, et al.
Publicado: (2023)

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

Boosting Data Utilization for Multilingual Dense Retrieval
por: Huang, Chao, et al.
Publicado: (2025)

Leveraging LLMs for Unsupervised Dense Retriever Ranking
por: Khramtsova, Ekaterina, et al.
Publicado: (2024)