Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Thong, Rulli, Cosimo, Nardini, Franco Maria, Venturini, Rossano, Yates, Andrew |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Effective Inference-Free Retrieval for Learned Sparse Representations
by: Nardini, Franco Maria, et al.
Published: (2025)
by: Nardini, Franco Maria, et al.
Published: (2025)
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Efficient Multi-Vector Dense Retrieval Using Bit Vectors
by: Nardini, Franco Maria, et al.
Published: (2024)
by: Nardini, Franco Maria, et al.
Published: (2024)
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Forward Index Compression for Learned Sparse Retrieval
by: Bruch, Sebastian, et al.
Published: (2026)
by: Bruch, Sebastian, et al.
Published: (2026)
Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing
by: Martinico, Silvio, et al.
Published: (2026)
by: Martinico, Silvio, et al.
Published: (2026)
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets
by: Bruch, Sebastian, et al.
Published: (2025)
by: Bruch, Sebastian, et al.
Published: (2025)
Multivector Reranking in the Era of Strong First-Stage Retrievers
by: Martinico, Silvio, et al.
Published: (2026)
by: Martinico, Silvio, et al.
Published: (2026)
Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets
by: Bruch, Sebastian, et al.
Published: (2025)
by: Bruch, Sebastian, et al.
Published: (2025)
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search
by: Delfino, Leonardo, et al.
Published: (2025)
by: Delfino, Leonardo, et al.
Published: (2025)
Multimodal Learned Sparse Retrieval for Image Suggestion
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Leveraging Decoder Architectures for Learned Sparse Retrieval
by: Qiao, Jingfen, et al.
Published: (2025)
by: Qiao, Jingfen, et al.
Published: (2025)
Efficient Conversational Search via Topical Locality in Dense Retrieval
by: Muntean, Cristina Ioana, et al.
Published: (2025)
by: Muntean, Cristina Ioana, et al.
Published: (2025)
Distilled Neural Networks for Efficient Learning to Rank
by: Nardini, F. M., et al.
Published: (2022)
by: Nardini, F. M., et al.
Published: (2022)
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Milco: Learned Sparse Retrieval Across Languages via a Multilingual Connector
by: Nguyen, Thong, et al.
Published: (2025)
by: Nguyen, Thong, et al.
Published: (2025)
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models
by: Nguyen, Thong, et al.
Published: (2025)
by: Nguyen, Thong, et al.
Published: (2025)
RoutIR: Fast Serving of Retrieval Pipelines for Retrieval-Augmented Generation
by: Yang, Eugene, et al.
Published: (2026)
by: Yang, Eugene, et al.
Published: (2026)
Bridging Dense and Sparse Maximum Inner Product Search
by: Bruch, Sebastian, et al.
Published: (2023)
by: Bruch, Sebastian, et al.
Published: (2023)
LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval
by: Zhang, Zhibo, et al.
Published: (2026)
by: Zhang, Zhibo, et al.
Published: (2026)
To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval
by: Lionis, Emmanouil Georgios, et al.
Published: (2026)
by: Lionis, Emmanouil Georgios, et al.
Published: (2026)
Early Exit Strategies for Approximate k-NN Search in Dense Retrieval
by: Busolin, Francesco, et al.
Published: (2024)
by: Busolin, Francesco, et al.
Published: (2024)
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search
by: Vecchiato, Thomas, et al.
Published: (2024)
by: Vecchiato, Thomas, et al.
Published: (2024)
Making Large Language Models Efficient Dense Retrievers
by: Lei, Yibin, et al.
Published: (2025)
by: Lei, Yibin, et al.
Published: (2025)
Blending Learning to Rank and Dense Representations for Efficient and Effective Cascades
by: Nardini, Franco Maria, et al.
Published: (2025)
by: Nardini, Franco Maria, et al.
Published: (2025)
Corpus-informed Retrieval Augmented Generation of Clarifying Questions
by: Krasakis, Antonios Minas, et al.
Published: (2024)
by: Krasakis, Antonios Minas, et al.
Published: (2024)
Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability
by: Ju, Jia-Huei, et al.
Published: (2026)
by: Ju, Jia-Huei, et al.
Published: (2026)
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval
by: Carlson, Parker, et al.
Published: (2025)
by: Carlson, Parker, et al.
Published: (2025)
Controlled Retrieval-augmented Context Evaluation for Long-form RAG
by: Ju, Jia-Huei, et al.
Published: (2025)
by: Ju, Jia-Huei, et al.
Published: (2025)
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Reproducibility, Replicability, and Insights into Visual Document Retrieval with Late Interaction
by: Qiao, Jingfen, et al.
Published: (2025)
by: Qiao, Jingfen, et al.
Published: (2025)
CASPER: Concept-integrated Sparse Representation for Scientific Retrieval
by: Do, Lam Thanh, et al.
Published: (2025)
by: Do, Lam Thanh, et al.
Published: (2025)
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long Documents
by: Lionis, Emmanouil Georgios, et al.
Published: (2025)
by: Lionis, Emmanouil Georgios, et al.
Published: (2025)
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies
by: Yu, Puxuan, et al.
Published: (2024)
by: Yu, Puxuan, et al.
Published: (2024)
Faster Learned Sparse Retrieval with Block-Max Pruning
by: Mallia, Antonio, et al.
Published: (2024)
by: Mallia, Antonio, et al.
Published: (2024)
FastLane: Efficient Routed Systems for Late-Interaction Retrieval
by: Kumar, Ramnath, et al.
Published: (2026)
by: Kumar, Ramnath, et al.
Published: (2026)
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking
by: Nanekhan, Kevin, et al.
Published: (2025)
by: Nanekhan, Kevin, et al.
Published: (2025)
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval
by: Xu, Haike, et al.
Published: (2024)
by: Xu, Haike, et al.
Published: (2024)
Exact Nearest-Neighbor Search on Energy-Efficient FPGA Devices
by: Dazzi, Patrizio, et al.
Published: (2025)
by: Dazzi, Patrizio, et al.
Published: (2025)
Similar Items
-
Effective Inference-Free Retrieval for Learned Sparse Representations
by: Nardini, Franco Maria, et al.
Published: (2025) -
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024) -
Efficient Multi-Vector Dense Retrieval Using Bit Vectors
by: Nardini, Franco Maria, et al.
Published: (2024) -
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024) -
Forward Index Compression for Learned Sparse Retrieval
by: Bruch, Sebastian, et al.
Published: (2026)