Image de couverture de livre

Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ramezan, Kimia, Bavandpour, Alireza Amiri, Yuan, Yifei, Siro, Clemencia, Aliannejadi, Mohammad
Format:	Preprint
Publié:	2025
Sujets:	Information Retrieval Artificial Intelligence Computation and Language Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs
par: Siro, Clemencia, et autres
Publié: (2024)

Do Images Clarify? A Study on the Effect of Images on Clarifying Questions in Conversational Search
par: Siro, Clemencia, et autres
Publié: (2026)

Zero-Shot and Efficient Clarification Need Prediction in Conversational Search
par: Lu, Lili, et autres
Publié: (2025)

Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs
par: Siro, Clemencia, et autres
Publié: (2024)

Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems
par: Siro, Clemencia, et autres
Publié: (2024)

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
par: Ye, Jingheng, et autres
Publié: (2024)

RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
par: Bai, Yang, et autres
Publié: (2025)

TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants
par: Aliannejadi, Mohammad, et autres
Publié: (2024)

CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval
par: Chi, Yizhou, et autres
Publié: (2024)

MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment
par: Abootorabi, Mohammad Mahdi, et autres
Publié: (2025)

Learning to Reason for Multi-Step Retrieval of Personal Context in Personalized Question Answering
par: Amirizaniani, Maryam, et autres
Publié: (2026)

PSCon: Product Search Through Conversations
par: Zou, Jie, et autres
Publié: (2025)

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
par: Yang, Zukang, et autres
Publié: (2024)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
par: Zhang, Xiaoming, et autres
Publié: (2024)

ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering
par: Lupart, Simon, et autres
Publié: (2025)

TREC iKAT 2023: The Interactive Knowledge Assistance Track Overview
par: Aliannejadi, Mohammad, et autres
Publié: (2024)

Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question Answering
par: Salemi, Alireza, et autres
Publié: (2025)

ClarifyMT-Bench: Benchmarking and Improving Multi-Turn Clarification for Conversational Large Language Models
par: Luo, Sichun, et autres
Publié: (2025)

IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages
par: Nigam, Shubham Kumar, et autres
Publié: (2026)

IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search
par: Lupart, Simon, et autres
Publié: (2024)

Multi-hop Question Answering
par: Mavi, Vaibhav, et autres
Publié: (2022)

FUSE : Failure-aware Usage of Subagent Evidence for MultiModal Search and Recommendation
par: Vatsa, Tushar, et autres
Publié: (2025)

Learning from Natural Language Feedback for Personalized Question Answering
par: Salemi, Alireza, et autres
Publié: (2025)

QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
par: Wang, Ruijie, et autres
Publié: (2022)

QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL
par: Sun, Yinggang, et autres
Publié: (2024)

Qwen Goes Brrr: Off-the-Shelf RAG for Ukrainian Multi-Domain Document Understanding
par: Bazdyrev, Anton, et autres
Publié: (2026)

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension
par: Qiu, Zipeng, et autres
Publié: (2024)

Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
par: Ao, Xiao, et autres
Publié: (2026)

Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG
par: Chen, Baiyu, et autres
Publié: (2025)

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering
par: Astaraki, Mahdi, et autres
Publié: (2026)

Learning to Judge: LLMs Designing and Applying Evaluation Rubrics
par: Siro, Clemencia, et autres
Publié: (2026)

Ranked List Truncation for Large Language Model-based Re-Ranking
par: Meng, Chuan, et autres
Publié: (2024)

Query Performance Prediction using Relevance Judgments Generated by Large Language Models
par: Meng, Chuan, et autres
Publié: (2024)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
par: Nahid, Md Mahadi Hasan, et autres
Publié: (2025)

ChatQA: Surpassing GPT-4 on Conversational QA and RAG
par: Liu, Zihan, et autres
Publié: (2024)

RAG-DIVE: A Dynamic Approach for Multi-Turn Dialogue Evaluation in Retrieval-Augmented Generation
par: Brehme, Lorenz, et autres
Publié: (2026)

Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production
par: Liu, Junhua, et autres
Publié: (2024)

Generative Retrieval with Few-shot Indexing
par: Askari, Arian, et autres
Publié: (2024)

MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries
par: Campi, Riccardo, et autres
Publié: (2026)

A Method for Multi-Hop Question Answering on Persian Knowledge Graph
par: Ghafouri, Arash, et autres
Publié: (2025)