Cover Image

Incorporating Q&A Nuggets into Retrieval-Augmented Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dietz, Laura, Li, Bryan, Liu, Gabrielle, Ju, Jia-Huei, Yang, Eugene, Lawrie, Dawn, Walden, William, Mayfield, James
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence H.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Insider Knowledge: How Much Can RAG Systems Gain from Evaluation Secrets?
by: Dietz, Laura, et al.
Published: (2026)

DoGMaTiQ: Automated Generation of Question-and-Answer Nuggets for Report Evaluation
by: Li, Bryan, et al.
Published: (2026)

RoutIR: Fast Serving of Retrieval Pipelines for Retrieval-Augmented Generation
by: Yang, Eugene, et al.
Published: (2026)

Distillation for Multilingual Information Retrieval
by: Yang, Eugene, et al.
Published: (2024)

Language Fairness in Multilingual Information Retrieval
by: Yang, Eugene, et al.
Published: (2024)

HLTCOE at TREC 2023 NeuCLIR Track
by: Yang, Eugene, et al.
Published: (2024)

HLTCOE at TREC 2024 NeuCLIR Track
by: Yang, Eugene, et al.
Published: (2025)

LANCER: LLM Reranking for Nugget Coverage
by: Ju, Jia-Huei, et al.
Published: (2026)

PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval
by: Lawrie, Dawn, et al.
Published: (2024)

Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation
by: Yang, Eugene, et al.
Published: (2024)

Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking
by: Gong, Shengbo, et al.
Published: (2025)

LLM-based relevance assessment still can't replace human relevance assessment
by: Clarke, Charles L. A., et al.
Published: (2024)

Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval
by: Yang, Eugene, et al.
Published: (2024)

Investigating Retrieval-Augmented Generation Systems on Unanswerable, Uncheatable, Realistic, Multi-hop Queries
by: Liu, Gabrielle Kaili-May, et al.
Published: (2025)

Auto-ARGUE: LLM-Based Report Generation Evaluation
by: Walden, William, et al.
Published: (2025)

Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality
by: Feng, Naihe, et al.
Published: (2025)

Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3
by: Farzi, Naghmeh, et al.
Published: (2024)

Extending Translate-Train for ColBERT-X to African Language CLIR
by: Yang, Eugene, et al.
Published: (2024)

Does UMBRELA Work on Other LLMs?
by: Farzi, Naghmeh, et al.
Published: (2025)

Criteria-Based LLM Relevance Judgments
by: Farzi, Naghmeh, et al.
Published: (2025)

Supporting Humans in Evaluating AI Summaries of Legal Depositions
by: Farzi, Naghmeh, et al.
Published: (2026)

Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability
by: Ju, Jia-Huei, et al.
Published: (2026)

LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations
by: Dietz, Laura, et al.
Published: (2025)

Search Still Matters: Information Retrieval in the Era of Generative AI
by: Hersh, William R.
Published: (2023)

FLAIR: Feedback Learning for Adaptive Information Retrieval
by: Zhang, William, et al.
Published: (2025)

Relevance Filtering for Embedding-based Retrieval
by: Rossi, Nicholas, et al.
Published: (2024)

Dynamic Superblock Pruning for Fast Learned Sparse Retrieval
by: Carlson, Parker, et al.
Published: (2025)

Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage
by: Samuel, Saron, et al.
Published: (2026)

RAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce
by: Chen, Zhiguo, et al.
Published: (2026)

Augmenting Researchy Questions with Sub-question Judgments
by: Ju, Jia-Huei, et al.
Published: (2025)

AuthorityBench: Benchmarking LLM Authority Perception for Reliable Retrieval-Augmented Generation
by: Yao, Zhihui, et al.
Published: (2026)

Information Retrieval for Climate Impact
by: de Rijke, Maarten, et al.
Published: (2025)

Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)

Overview of the TREC 2025 RAGTIME Track
by: Lawrie, Dawn, et al.
Published: (2026)

An Intrinsic Framework of Information Retrieval Evaluation Measures
by: Giner, Fernando
Published: (2023)

Enhancing Relevance of Embedding-based Retrieval at Walmart
by: Lin, Juexin, et al.
Published: (2024)

Meta Knowledge for Retrieval Augmented Large Language Models
by: Mombaerts, Laurent, et al.
Published: (2024)

NeuCLIRTech: Chinese Monolingual and Cross-Language Information Retrieval Evaluation in a Challenging Domain
by: Lawrie, Dawn, et al.
Published: (2026)

NeuCLIRBench: A Modern Evaluation Collection for Monolingual, Cross-Language, and Multilingual Information Retrieval
by: Lawrie, Dawn, et al.
Published: (2025)

Comprehensive List Generation for Multi-Generator Reranking
by: Yang, Hailan, et al.
Published: (2025)