Image de couverture de livre

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yang, Ruiyi, Xue, Hao, Razzak, Imran, Hacid, Hakim, Salim, Flora D.
Format:	Preprint
Publié:	2025
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

Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
par: Yang, Ruiyi, et autres
Publié: (2025)

Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
par: Yang, Ruiyi, et autres
Publié: (2025)

MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
par: Yang, Ruiyi, et autres
Publié: (2026)

MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings
par: Khaokaew, Yonchanok, et autres
Publié: (2023)

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning
par: Yang, Ruiyi, et autres
Publié: (2026)

Prompt Mining for Language-based Human Mobility Forecasting
par: Xue, Hao, et autres
Publié: (2024)

SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding
par: Yang, Ruiyi, et autres
Publié: (2024)

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification
par: Chen, Shijing, et autres
Publié: (2025)

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
par: Islamaj, Rezarta, et autres
Publié: (2026)

Long Context Modeling with Ranked Memory-Augmented Retrieval
par: Alselwi, Ghadir, et autres
Publié: (2025)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
par: Zhuang, Ziyuan, et autres
Publié: (2024)

What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
par: Chang, Zhiyuan, et autres
Publié: (2024)

Exploring Capabilities of Time Series Foundation Models in Building Analytics
par: Lin, Xiachong, et autres
Publié: (2024)

Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning
par: Wu, Jingtian, et autres
Publié: (2025)

FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models
par: Zhu, Andrew, et autres
Publié: (2024)

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification
par: Wu, Jianghao, et autres
Publié: (2025)

A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings
par: Lin, Xiachong, et autres
Publié: (2024)

Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis
par: Yadav, Anushka, et autres
Publié: (2025)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
par: Welz, Simon, et autres
Publié: (2025)

From Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLMs
par: Bian, Haonan, et autres
Publié: (2025)

ViSpeR: Multilingual Audio-Visual Speech Recognition
par: Narayan, Sanath, et autres
Publié: (2024)

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
par: Wang, Shenzhi, et autres
Publié: (2026)

Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages
par: Almutairi, Ali, et autres
Publié: (2025)

STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
par: Bi, Zhenyu, et autres
Publié: (2024)

Alternatives To Next Token Prediction In Text Generation -- A Survey
par: Wyatt, Charlie, et autres
Publié: (2025)

Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards
par: Han, Tianyang, et autres
Publié: (2026)

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval
par: Ghassel, Abdellah, et autres
Publié: (2025)

CompactRAG: Reducing LLM Calls and Token Overhead in Multi-Hop Question Answering
par: Yang, Hao, et autres
Publié: (2026)

KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning
par: Wang, Shuai, et autres
Publié: (2026)

Falcon Mamba: The First Competitive Attention-free 7B Language Model
par: Zuo, Jingwei, et autres
Publié: (2024)

Optimizing Multi-Hop Document Retrieval Through Intermediate Representations
par: Lin, Jiaen, et autres
Publié: (2025)

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

Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
par: Zhang, Chunhui, et autres
Publié: (2025)

Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models
par: Liu, Xukai, et autres
Publié: (2026)

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

Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
par: Liu, Jinliang, et autres
Publié: (2025)

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars
par: Hua, Yuncheng, et autres
Publié: (2025)

Lessons from Studying Two-Hop Latent Reasoning
par: Balesni, Mikita, et autres
Publié: (2024)

CP-MoE: Consistency-Preserving Mixture-of-Experts for Continual Learning
par: Liu, Yang, et autres
Publié: (2026)

RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA
par: Zhang, Chao, et autres
Publié: (2025)