Is Dimensionality a Barrier for Retrieval Models?
Fuente:
arXiv
Saved in:
| Main Authors: | Bangachev, Kiril, Bresler, Guy, Kogan, Jonathan, Polyanskiy, Yury |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Representation Alignment Rests on Linear Structure
by: Bangachev, Kiril, et al.
Published: (2026)
by: Bangachev, Kiril, et al.
Published: (2026)
Global Minimizers of Sigmoid Contrastive Loss
by: Bangachev, Kiril, et al.
Published: (2025)
by: Bangachev, Kiril, et al.
Published: (2025)
Graph Quasirandomness for Hypothesis Testing of Stochastic Block Models
by: Bangachev, Kiril, et al.
Published: (2025)
by: Bangachev, Kiril, et al.
Published: (2025)
Sandwiching Random Geometric Graphs and Erdos-Renyi with Applications: Sharp Thresholds, Robust Testing, and Enumeration
by: Bangachev, Kiril, et al.
Published: (2024)
by: Bangachev, Kiril, et al.
Published: (2024)
Partial and Exact Recovery of a Random Hypergraph from its Graph Projection
by: Bresler, Guy, et al.
Published: (2025)
by: Bresler, Guy, et al.
Published: (2025)
On The Fourier Coefficients of High-Dimensional Random Geometric Graphs
by: Bangachev, Kiril, et al.
Published: (2024)
by: Bangachev, Kiril, et al.
Published: (2024)
Random Algebraic Graphs and Their Convergence to ErdőS–Rényi
by: Kiril Bangachev, et al.
Published: (2025)
by: Kiril Bangachev, et al.
Published: (2025)
Budget-Constrained Online Retrieval-Augmented Generation: The Chunk-as-a-Service Model
by: Al-Maliki, Shawqi, et al.
Published: (2026)
by: Al-Maliki, Shawqi, et al.
Published: (2026)
Understanding DNNs in Feature Interaction Models: A Dimensional Collapse Perspective
by: Wang, Jiancheng, et al.
Published: (2026)
by: Wang, Jiancheng, et al.
Published: (2026)
AgriLens: Semantic Retrieval in Agricultural Texts Using Topic Modeling and Language Models
by: Shakeel, Heba, et al.
Published: (2026)
by: Shakeel, Heba, et al.
Published: (2026)
Large Language Model as Universal Retriever in Industrial-Scale Recommender System
by: Jiang, Junguang, et al.
Published: (2025)
by: Jiang, Junguang, et al.
Published: (2025)
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval
by: Hemmat, Arshia, et al.
Published: (2024)
by: Hemmat, Arshia, et al.
Published: (2024)
Retrieve-then-Adapt: Retrieval-Augmented Test-Time Adaptation for Sequential Recommendation
by: Tang, Xing, et al.
Published: (2026)
by: Tang, Xing, et al.
Published: (2026)
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
by: Goswami, Dipam, et al.
Published: (2025)
by: Goswami, Dipam, et al.
Published: (2025)
Counterfactual Understanding via Retrieval-aware Multimodal Modeling for Time-to-Event Survival Prediction
by: Nguyen, Ha-Anh Hoang, et al.
Published: (2026)
by: Nguyen, Ha-Anh Hoang, et al.
Published: (2026)
Ontology-Guided Query Expansion for Biomedical Document Retrieval using Large Language Models
by: Nazi, Zabir Al, et al.
Published: (2025)
by: Nazi, Zabir Al, et al.
Published: (2025)
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
by: Saad-Falcon, Jon, et al.
Published: (2024)
by: Saad-Falcon, Jon, et al.
Published: (2024)
Learning to Retrieve for Job Matching
by: Shen, Jianqiang, et al.
Published: (2024)
by: Shen, Jianqiang, et al.
Published: (2024)
Hypencoder: Hypernetworks for Information Retrieval
by: Killingback, Julian, et al.
Published: (2025)
by: Killingback, Julian, et al.
Published: (2025)
Breaking the Curse of Dimensionality: On the Stability of Modern Vector Retrieval
by: Lakshman, Vihan, et al.
Published: (2025)
by: Lakshman, Vihan, et al.
Published: (2025)
Pseudo Relevance Feedback is Enough to Close the Gap Between Small and Large Dense Retrieval Models
by: Li, Hang, et al.
Published: (2025)
by: Li, Hang, et al.
Published: (2025)
Controlling Gender Bias in Retrieval via a Backpack Architecture
by: Afzali, Amirabbas, et al.
Published: (2025)
by: Afzali, Amirabbas, et al.
Published: (2025)
RAG-Fusion: a New Take on Retrieval-Augmented Generation
by: Rackauckas, Zackary
Published: (2024)
by: Rackauckas, Zackary
Published: (2024)
Break the ID-Language Barrier: An Adaption Framework for LLM-based Sequential Recommendation
by: Yu, Xiaohan, et al.
Published: (2024)
by: Yu, Xiaohan, et al.
Published: (2024)
Spike Hijacking in Late-Interaction Retrieval
by: Suresh, Karthik, et al.
Published: (2026)
by: Suresh, Karthik, et al.
Published: (2026)
LEMUR: Learned Multi-Vector Retrieval
by: Jääsaari, Elias, et al.
Published: (2026)
by: Jääsaari, Elias, et al.
Published: (2026)
Retrieval Augmented Time Series Forecasting
by: Han, Sungwon, et al.
Published: (2025)
by: Han, Sungwon, et al.
Published: (2025)
Scaling Laws for Embedding Dimension in Information Retrieval
by: Killingback, Julian, et al.
Published: (2026)
by: Killingback, Julian, et al.
Published: (2026)
Applying Embedding-Based Retrieval to Airbnb Search
by: Abdool, Mustafa, et al.
Published: (2026)
by: Abdool, Mustafa, et al.
Published: (2026)
Semantic Retrieval for Product Search in E-Commerce
by: Kothari, Nikhil, et al.
Published: (2026)
by: Kothari, Nikhil, et al.
Published: (2026)
Towards Dynamic Dense Retrieval with Routing Strategy
by: Su, Zhan, et al.
Published: (2026)
by: Su, Zhan, et al.
Published: (2026)
Multimodal Data Curation Through Ranked Retrieval
by: Muthukumar, Pratyush, et al.
Published: (2026)
by: Muthukumar, Pratyush, et al.
Published: (2026)
Bootstrapping Conditional Retrieval for User-to-Item Recommendations
by: Lin, Hongtao, et al.
Published: (2025)
by: Lin, Hongtao, et al.
Published: (2025)
Context Awareness Gate For Retrieval Augmented Generation
by: Heydari, Mohammad Hassan, et al.
Published: (2024)
by: Heydari, Mohammad Hassan, et al.
Published: (2024)
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval
by: Levi, Hila, et al.
Published: (2024)
by: Levi, Hila, et al.
Published: (2024)
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model
by: Nandi, Subhadip, et al.
Published: (2024)
by: Nandi, Subhadip, et al.
Published: (2024)
Resolution-Aware Retrieval Augmented Zero-Shot Forecasting
by: Deznabi, Iman, et al.
Published: (2025)
by: Deznabi, Iman, et al.
Published: (2025)
Contradictions in Context: Challenges for Retrieval-Augmented Generation in Healthcare
by: Javadi, Saeedeh, et al.
Published: (2025)
by: Javadi, Saeedeh, et al.
Published: (2025)
RADAR: Recall Augmentation through Deferred Asynchronous Retrieval
by: Jaspal, Amit, et al.
Published: (2025)
by: Jaspal, Amit, et al.
Published: (2025)
Thresholds for Reconstruction of Random Hypergraphs From Graph Projections
by: Bresler, Guy, et al.
Published: (2025)
by: Bresler, Guy, et al.
Published: (2025)
Similar Items
-
Representation Alignment Rests on Linear Structure
by: Bangachev, Kiril, et al.
Published: (2026) -
Global Minimizers of Sigmoid Contrastive Loss
by: Bangachev, Kiril, et al.
Published: (2025) -
Graph Quasirandomness for Hypothesis Testing of Stochastic Block Models
by: Bangachev, Kiril, et al.
Published: (2025) -
Sandwiching Random Geometric Graphs and Erdos-Renyi with Applications: Sharp Thresholds, Robust Testing, and Enumeration
by: Bangachev, Kiril, et al.
Published: (2024) -
Partial and Exact Recovery of a Random Hypergraph from its Graph Projection
by: Bresler, Guy, et al.
Published: (2025)