Image de couverture de livre

Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Amirizaniani, Maryam, Lee, Benjamin Charles Germain, West, Jevin, Weber, Nicholas
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

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

IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering
par: Kim, Jieyong, et autres
Publié: (2025)

Response: Emergent analogical reasoning in large language models
par: Hodel, Damian, et autres
Publié: (2023)

Improving Attributed Long-form Question Answering with Intent Awareness
par: Zhao, Xinran, et autres
Publié: (2026)

Do LLMs Exhibit Human-Like Reasoning? Evaluating Theory of Mind in LLMs for Open-Ended Responses
par: Amirizaniani, Maryam, et autres
Publié: (2024)

Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering
par: Vijayvargia, Abhay, et autres
Publié: (2025)

A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
par: Zhang, Fengji, et autres
Publié: (2025)

Reinforcement Learning for Conversational Question Answering over Knowledge Graph
par: Wu, Mi
Publié: (2024)

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
par: Kim, Minsang, et autres
Publié: (2024)

Question Answering with LLMs and Learning from Answer Sets
par: Borroto, Manuel, et autres
Publié: (2025)

Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation
par: Kaiser, Magdalena, et autres
Publié: (2023)

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering
par: Arias-Duart, Anna, et autres
Publié: (2025)

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

Structural Deep Encoding for Table Question Answering
par: Mouravieff, Raphaël, et autres
Publié: (2025)

Fine-Tuning LLMs for Reliable Medical Question-Answering Services
par: Anaissi, Ali, et autres
Publié: (2024)

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
par: Zhang, Yichi, et autres
Publié: (2023)

Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering
par: Takahashi, Yu, et autres
Publié: (2025)

A Survey of the State-of-the-Art in Conversational Question Answering Systems
par: Perera, Manoj Madushanka, et autres
Publié: (2025)

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
par: Wang, Yubo, et autres
Publié: (2023)

Question Answering on Patient Medical Records with Private Fine-Tuned LLMs
par: Kothari, Sara, et autres
Publié: (2025)

Hybrid Graphs for Table-and-Text based Question Answering using LLMs
par: Agarwal, Ankush, et autres
Publié: (2025)

60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering
par: Ye, Junjie, et autres
Publié: (2024)

GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning
par: Luo, Jinchang, et autres
Publié: (2025)

KoBBQ: Korean Bias Benchmark for Question Answering
par: Jin, Jiho, et autres
Publié: (2023)

Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology
par: Tran, Son Quoc, et autres
Publié: (2024)

RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering
par: Um, Kaehyun, et autres
Publié: (2026)

Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering
par: Liu, Yaokun, et autres
Publié: (2026)

I've got the "Answer"! Interpretation of LLMs Hidden States in Question Answering
par: Goloviznina, Valeriya, et autres
Publié: (2024)

Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
par: Chowdhury, Arijit Ghosh, et autres
Publié: (2023)

Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
par: Adlakha, Vaibhav, et autres
Publié: (2023)

Denoising Table-Text Retrieval for Open-Domain Question Answering
par: Kang, Deokhyung, et autres
Publié: (2024)

Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering
par: Lee, Wonjin, et autres
Publié: (2024)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
par: Cocchi, Federico, et autres
Publié: (2024)

Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering
par: Wen, Wuzhenghong, et autres
Publié: (2026)

Memory-Augmented Knowledge Fusion with Safety-Aware Decoding for Domain-Adaptive Question Answering
par: Fu, Lei, et autres
Publié: (2025)

OLAPH: Improving Factuality in Biomedical Long-form Question Answering
par: Jeong, Minbyul, et autres
Publié: (2024)

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

Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
par: Li, Zijian, et autres
Publié: (2024)

Evaluating Consistencies in LLM responses through a Semantic Clustering of Question Answering
par: Lee, Yanggyu, et autres
Publié: (2024)

Black-box Model Ensembling for Textual and Visual Question Answering via Information Fusion
par: Xia, Yuxi, et autres
Publié: (2024)