Cover Image

FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Xiaochen, He, Junqing, yang, Zhe, Wang, Yiru, Meng, Xiangdi, Pan, Kunhao, Sui, Zhifang
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine
by: Wang, Xiaochen, et al.
Published: (2024)

Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering
by: Ji, Yuelyu, et al.
Published: (2025)

PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization
by: Meng, Xiangdi, et al.
Published: (2024)

Question Calibration and Multi-Hop Modeling for Temporal Question Answering
by: Xue, Chao, et al.
Published: (2024)

Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training
by: He, Junqing, et al.
Published: (2023)

Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models
by: Lee, Seongmin, et al.
Published: (2024)

Beyond Single Frames: Can LMMs Comprehend Temporal and Contextual Narratives in Image Sequences?
by: Wang, Xiaochen, et al.
Published: (2025)

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
by: Chen, Mingda, et al.
Published: (2023)

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines
by: Zhang, Shuo, et al.
Published: (2026)

Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering
by: Yu, Ting, et al.
Published: (2024)

Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
by: Awal, Rabiul, et al.
Published: (2023)

Zero-Shot Complex Question-Answering on Long Scientific Documents
by: Wang, Wanting
Published: (2025)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
by: Lu, Yifan, et al.
Published: (2024)

Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering
by: Ji, Binquan, et al.
Published: (2025)

$π$-CoT: Prolog-Initialized Chain-of-Thought Prompting for Multi-Hop Question-Answering
by: Wan, Chao, et al.
Published: (2025)

BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
by: Zhang, Taolin, et al.
Published: (2025)

FSM Builder: A Tool for Writing Autograded Finite Automata Questions
by: Robson, Eliot Wong, et al.
Published: (2024)

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
by: He, Jie, et al.
Published: (2024)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
by: Welz, Simon, et al.
Published: (2025)

Credible Plan-Driven RAG Method for Multi-Hop Question Answering
by: Zhang, Ningning, et al.
Published: (2025)

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety
by: Zhang, Yuxin, et al.
Published: (2025)

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
by: Zhu, Rongzhi, et al.
Published: (2025)

End-to-End Beam Retrieval for Multi-Hop Question Answering
by: Zhang, Jiahao, et al.
Published: (2023)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
by: Zhuang, Ziyuan, et al.
Published: (2024)

Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering
by: Romero, David, et al.
Published: (2024)

PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
by: Li, Xingyu, et al.
Published: (2026)

Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs
by: Thompson, Travis, et al.
Published: (2025)

REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering
by: Zhu, Yijie, et al.
Published: (2025)

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
by: Wang, Xinyi, et al.
Published: (2025)

MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries
by: Campi, Riccardo, et al.
Published: (2026)

Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis
by: Simon, Dominic, et al.
Published: (2025)

A Method for Multi-Hop Question Answering on Persian Knowledge Graph
by: Ghafouri, Arash, et al.
Published: (2025)

Multi-granularity Contrastive Cross-modal Collaborative Generation for End-to-End Long-term Video Question Answering
by: Yu, Ting, et al.
Published: (2024)

SecFSM: Knowledge Graph-Guided Verilog Code Generation for Secure Finite State Machines in Systems-on-Chip
by: Hu, Ziteng, et al.
Published: (2025)

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism
by: Zhang, Qing, et al.
Published: (2024)

Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question Answering
by: Jiang, Bowen, et al.
Published: (2024)

ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering
by: Zhu, Yikai, et al.
Published: (2026)

ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering
by: Wu, Ruofan, et al.
Published: (2025)

Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo
by: Rampal, Nakul, et al.
Published: (2024)