Cover Image

REST: Retrieval-Based Speculative Decoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Zhenyu, Zhong, Zexuan, Cai, Tianle, Lee, Jason D., He, Di
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
by: Shao, Rulin, et al.
Published: (2024)

Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding
by: Srinivas, Sakhinana Sagar, et al.
Published: (2025)

Retrieval Augmented Structured Generation: Business Document Information Extraction As Tool Use
by: Cesista, Franz Louis, et al.
Published: (2024)

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources
by: Baek, Jinheon, et al.
Published: (2026)

Towards a Robust Retrieval-Based Summarization System
by: Liu, Shengjie, et al.
Published: (2024)

Neurosymbolic Retrievers for Retrieval-augmented Generation
by: Saxena, Yash, et al.
Published: (2026)

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
by: Xu, Ran, et al.
Published: (2024)

Distilling a Small Utility-Based Passage Selector to Enhance Retrieval-Augmented Generation
by: Zhang, Hengran, et al.
Published: (2025)

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation
by: Ali, Nurshat Fateh, et al.
Published: (2024)

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
by: Zhang, Chenghao, et al.
Published: (2025)

Segment First, Retrieve Better: Realistic Legal Search via Rhetorical Role-Based Queries
by: Nigam, Shubham Kumar, et al.
Published: (2025)

From Topic to Transition Structure: Unsupervised Concept Discovery at Corpus Scale via Predictive Associative Memory
by: Dury, Jason
Published: (2026)

Small Encoders Can Rival Large Decoders in Detecting Groundedness
by: Abbes, Istabrak, et al.
Published: (2025)

The Chronicles of RAG: The Retriever, the Chunk and the Generator
by: Finardi, Paulo, et al.
Published: (2024)

Chain of Retrieval: Multi-Aspect Iterative Search Expansion and Post-Order Search Aggregation for Full Paper Retrieval
by: Park, Sangwoo, et al.
Published: (2025)

AD-Bench: A Real-World, Trajectory-Aware Advertising Analytics Benchmark for LLM Agents
by: Hu, Lingxiang, et al.
Published: (2026)

Case-Based Reasoning Approach for Solving Financial Question Answering
by: Kim, Yikyung, et al.
Published: (2024)

CoRAG: Collaborative Retrieval-Augmented Generation
by: Muhamed, Aashiq, et al.
Published: (2025)

ReasonIR: Training Retrievers for Reasoning Tasks
by: Shao, Rulin, et al.
Published: (2025)

FIRE: Fact-checking with Iterative Retrieval and Verification
by: Xie, Zhuohan, et al.
Published: (2024)

Bottleneck-Minimal Indexing for Generative Document Retrieval
by: Du, Xin, et al.
Published: (2024)

IR2: Information Regularization for Information Retrieval
by: Wang, Jianyou, et al.
Published: (2024)

Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search
by: Sachdev, Jayant, et al.
Published: (2025)

Retrieval meets Long Context Large Language Models
by: Xu, Peng, et al.
Published: (2023)

Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
by: Jung, Dongwon, et al.
Published: (2024)

A Comparative Study of Specialized LLMs as Dense Retrievers
by: Zhang, Hengran, et al.
Published: (2025)

Beyond Relevance: Utility-Centric Retrieval in the LLM Era
by: Zhang, Hengran, et al.
Published: (2026)

Beyond Retrieval: Generating Narratives in Conversational Recommender Systems
by: Sayana, Krishna, et al.
Published: (2024)

Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)

Optimization of Retrieval-Augmented Generation Context with Outlier Detection
by: Bulgakov, Vitaly
Published: (2024)

Offline RL for Adaptive Policy Retrieval in Prior Authorization
by: Sharifullin, Ruslan, et al.
Published: (2026)

SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping
by: Brinner, Marc, et al.
Published: (2025)

InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
by: Wang, Boxin, et al.
Published: (2023)

IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
by: Paul, Shounak, et al.
Published: (2025)

Reducing hallucination in structured outputs via Retrieval-Augmented Generation
by: Béchard, Patrice, et al.
Published: (2024)

Enhancing Retrieval-Augmented Generation with Entity Linking for Educational Platforms
by: Granata, Francesco, et al.
Published: (2025)

OPERA: Online Data Pruning for Efficient Retrieval Model Adaptation
by: Fang, Haoyang, et al.
Published: (2026)

Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback
by: Jedidi, Nour, et al.
Published: (2024)

NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
by: Zeighami, Sepanta, et al.
Published: (2024)

Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
by: Liu, Yu-An, et al.
Published: (2024)