Copertina

UiS-IAI@LiveRAG: Retrieval-Augmented Information Nugget-Based Generation of Responses

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Łajewska, Weronika, Kostric, Ivica, Iturra-Bocaz, Gabriel, Arustashvili, Mariam, Balog, Krisztian
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

GINGER: Grounded Information Nugget-Based Generation of Responses
di: Łajewska, Weronika, et al.
Pubblicazione: (2025)

IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling
di: Bernard, Nolwenn, et al.
Pubblicazione: (2024)

Trust Me on This: A User Study of Trustworthiness for RAG Responses
di: Łajewska, Weronika, et al.
Pubblicazione: (2026)

Towards Reliable and Factual Response Generation: Detecting Unanswerable Questions in Information-Seeking Conversations
di: Łajewska, Weronika, et al.
Pubblicazione: (2024)

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

A Standardized Re-evaluation of Conversational Recommender Systems on the ReDial Dataset
di: Kostric, Ivica, et al.
Pubblicazione: (2026)

SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation
di: Arustashvili, Mariam, et al.
Pubblicazione: (2025)

Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?
di: Łajewska, Weronika, et al.
Pubblicazione: (2024)

Generating Usage-related Questions for Preference Elicitation in Conversational Recommender Systems
di: Kostric, Ivica, et al.
Pubblicazione: (2021)

Know Your Users! Estimating User Domain Knowledge in Conversational Recommenders
di: Kostric, Ivica, et al.
Pubblicazione: (2025)

Should We Tailor the Talk? Understanding the Impact of Conversational Styles on Preference Elicitation in Conversational Recommender Systems
di: Kostric, Ivica, et al.
Pubblicazione: (2025)

A Reproducibility Study of Metacognitive Retrieval-Augmented Generation
di: Iturra-Bocaz, Gabriel, et al.
Pubblicazione: (2026)

Explainability for Transparent Conversational Information-Seeking
di: Łajewska, Weronika, et al.
Pubblicazione: (2024)

Grounded and Transparent Response Generation for Conversational Information-Seeking Systems
di: Łajewska, Weronika
Pubblicazione: (2024)

Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search
di: Sekulić, Ivan, et al.
Pubblicazione: (2024)

An Ecosystem for Personal Knowledge Graphs: A Survey and Research Roadmap
di: Skjæveland, Martin G., et al.
Pubblicazione: (2023)

Evaluating Hybrid Retrieval Augmented Generation using Dynamic Test Sets: LiveRAG Challenge
di: Fensore, Chase, et al.
Pubblicazione: (2025)

CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training
di: Salemi, Alireza, et al.
Pubblicazione: (2025)

RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge
di: Ran, Kun, et al.
Pubblicazione: (2025)

Impact of Shallow vs. Deep Relevance Judgments on BERT-based Reranking Models
di: Iturra-Bocaz, Gabriel, et al.
Pubblicazione: (2025)

PKG API: A Tool for Personal Knowledge Graph Management
di: Bernard, Nolwenn, et al.
Pubblicazione: (2024)

SIGIR 2025 -- LiveRAG Challenge Report
di: Carmel, David, et al.
Pubblicazione: (2025)

HLTCOE at LiveRAG: GPT-Researcher using ColBERT retrieval
di: Duh, Kevin, et al.
Pubblicazione: (2025)

Towards a Formal Characterization of User Simulation Objectives in Conversational Information Access
di: Bernard, Nolwenn, et al.
Pubblicazione: (2024)

RAGtifier: Evaluating RAG Generation Approaches of State-of-the-Art RAG Systems for the SIGIR LiveRAG Competition
di: Cofala, Tim, et al.
Pubblicazione: (2025)

UserSimCRS v2: Simulation-Based Evaluation for Conversational Recommender Systems
di: Bernard, Nolwenn, et al.
Pubblicazione: (2025)

NuggetIndex: Governed Atomic Retrieval for Maintainable RAG
di: Zerhoudi, Saber, et al.
Pubblicazione: (2026)

LiveRAG: A diverse Q&A dataset with varying difficulty level for RAG evaluation
di: Carmel, David, et al.
Pubblicazione: (2025)

Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation
di: Balog, Krisztian, et al.
Pubblicazione: (2025)

Identifying Breakdowns in Conversational Recommender Systems using User Simulation
di: Bernard, Nolwenn, et al.
Pubblicazione: (2024)

Limitations of Current Evaluation Practices for Conversational Recommender Systems and the Potential of User Simulation
di: Bernard, Nolwenn, et al.
Pubblicazione: (2025)

Incorporating Q&A Nuggets into Retrieval-Augmented Generation
di: Dietz, Laura, et al.
Pubblicazione: (2026)

User Simulation for Evaluating Information Access Systems
di: Balog, Krisztian, et al.
Pubblicazione: (2023)

Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search
di: Sekulić, Ivan, et al.
Pubblicazione: (2024)

MedNuggetizer: Confidence-Based Information Nugget Extraction from Medical Documents
di: Donabauer, Gregor, et al.
Pubblicazione: (2025)

User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation
di: Balog, Krisztian, et al.
Pubblicazione: (2025)

Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework
di: Pradeep, Ronak, et al.
Pubblicazione: (2024)

Dataset and Models for Item Recommendation Using Multi-Modal User Interactions
di: Bruun, Simone Borg, et al.
Pubblicazione: (2024)

TrustRAG: An Information Assistant with Retrieval Augmented Generation
di: Fan, Yixing, et al.
Pubblicazione: (2025)

CRS Arena: Crowdsourced Benchmarking of Conversational Recommender Systems
di: Bernard, Nolwenn, et al.
Pubblicazione: (2024)