Copertina

UserSimCRS v2: Simulation-Based Evaluation for Conversational Recommender Systems

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Bernard, Nolwenn, 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

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

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

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

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

SimLab: A Platform for Simulation-based Evaluation of Conversational Information Access Systems
di: Bernard, Nolwenn, 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)

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

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

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

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

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)

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

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

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

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

Sim4IA-Bench: A User Simulation Benchmark Suite for Next Query and Utterance Prediction
di: Kruff, Andreas Konstantin, et al.
Pubblicazione: (2025)

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

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

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

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

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

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

Report on the Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024
di: Breuer, Timo, et al.
Pubblicazione: (2024)

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

MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models
di: Xi, Yunjia, et al.
Pubblicazione: (2024)

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

Second SIGIR Workshop on Simulations for Information Access (Sim4IA 2025)
di: Schaer, Philipp, et al.
Pubblicazione: (2025)

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation
di: Bougie, Nicolas, et al.
Pubblicazione: (2025)

On the Reliability of User-Centric Evaluation of Conversational Recommender Systems
di: Müller, Michael, et al.
Pubblicazione: (2026)

SafeCRS: Personalized Safety Alignment for LLM-Based Conversational Recommender Systems
di: Hao, Haochang, et al.
Pubblicazione: (2026)

Validating Search Query Simulations: A Taxonomy of Measures
di: Kruff, Andreas Konstantin, et al.
Pubblicazione: (2026)

Decision-aware User Simulation Agent for Evaluating Conversational Recommender Systems
di: Li, Yuan-Chi, et al.
Pubblicazione: (2026)

Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems
di: Kim, Sunghwan, et al.
Pubblicazione: (2024)

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

UiS-IAI@LiveRAG: Retrieval-Augmented Information Nugget-Based Generation of Responses
di: Łajewska, Weronika, et al.
Pubblicazione: (2025)

What Else Would I Like? A User Simulator using Alternatives for Improved Evaluation of Fashion Conversational Recommendation Systems
di: Vlachou, Maria, et al.
Pubblicazione: (2024)

Evaluating Conversational Recommender Systems via Large Language Models: A User-Centric Framework
di: Chen, Nuo, et al.
Pubblicazione: (2025)

Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
di: Yoon, Se-eun, et al.
Pubblicazione: (2024)

Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
di: Wang, Xiaolei, et al.
Pubblicazione: (2025)

Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions
di: Balog, Krisztian, et al.
Pubblicazione: (2024)