Image de couverture de livre

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yan, Han, Yi, Qian, Lingfei, He, Yueru, Peng, Xueqing, Feng, Dongji, Xie, Zhuohan, Zhang, Vincent Jim, Guo, Rosie, Mo, Fengran, Huang, Jimin, Chen, Yankai, Liu, Xue, Nie, Jian-Yun
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence Computational Engineering, Finance, and Science
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
par: Wang, Yan, et autres
Publié: (2025)

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
par: Wang, Yan, et autres
Publié: (2025)

OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP
par: Wang, Yan, et autres
Publié: (2025)

FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR
par: He, Yueru, et autres
Publié: (2025)

ConvSDG: Session Data Generation for Conversational Search
par: Mo, Fengran, et autres
Publié: (2024)

ConvGQR: Generative Query Reformulation for Conversational Search
par: Mo, Fengran, et autres
Publié: (2023)

Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment
par: Han, Yi, et autres
Publié: (2026)

ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval
par: Mo, Fengran, et autres
Publié: (2025)

FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
par: Cao, Yupeng, et autres
Publié: (2025)

FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosures
par: Zhang, Fan, et autres
Publié: (2026)

The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems
par: Xie, Zhuohan, et autres
Publié: (2026)

Conversational Search: From Fundamentals to Frontiers in the LLM Era
par: Mo, Fengran, et autres
Publié: (2025)

ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting
par: Tian, Yuxing, et autres
Publié: (2026)

FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
par: Xie, Zhuohan, et autres
Publié: (2025)

RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search
par: Hui, Yuchen, et autres
Publié: (2024)

MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
par: Peng, Xueqing, et autres
Publié: (2025)

Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models
par: Tian, Yuxing, et autres
Publié: (2026)

Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation
par: Shao, Qiwei, et autres
Publié: (2024)

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
par: Qian, Lingfei, et autres
Publié: (2025)

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
par: Li, Haohang, et autres
Publié: (2024)

How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval
par: Mo, Fengran, et autres
Publié: (2024)

History-Aware Conversational Dense Retrieval
par: Mo, Fengran, et autres
Publié: (2024)

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
par: Cao, Yupeng, et autres
Publié: (2026)

UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
par: Mo, Fengran, et autres
Publié: (2025)

Measuring the Impact of Lexical Training Data Coverage on Hallucination Detection in Large Language Models
par: Zhang, Shuo, et autres
Publié: (2025)

A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models
par: Wang, Jiayin, et autres
Publié: (2024)

FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
par: Yang, Zhi, et autres
Publié: (2026)

CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
par: Mo, Fengran, et autres
Publié: (2024)

Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search
par: Mo, Fengran, et autres
Publié: (2024)

FinBen: A Holistic Financial Benchmark for Large Language Models
par: Xie, Qianqian, et autres
Publié: (2024)

ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders
par: Meshi, Ofer, et autres
Publié: (2026)

Adaptive Personalized Conversational Information Retrieval
par: Mo, Fengran, et autres
Publié: (2025)

MM-Conv: A Multi-modal Conversational Dataset for Virtual Humans
par: Deichler, Anna, et autres
Publié: (2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
par: Huang, Jimin, et autres
Publié: (2024)

FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering
par: Zhou, Yixi, et autres
Publié: (2026)

MM-Conv: A Multimodal Dataset and Benchmark for Context-Aware Grounding in 3D Dialogue
par: Deichler, Anna, et autres
Publié: (2026)

SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning
par: Elbadry, Rania, et autres
Publié: (2026)

A Survey of Conversational Search
par: Mo, Fengran, et autres
Publié: (2024)

MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations
par: Maji, Srijata, et autres
Publié: (2024)

Retrieval-augmented Large Language Models for Financial Time Series Forecasting
par: Xiao, Mengxi, et autres
Publié: (2025)