Cover Image

RUIE: Retrieval-based Unified Information Extraction using Large Language Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liao, Xincheng, Duan, Junwen, Huang, Yixi, Wang, Jianxin
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

MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
by: Jiang, Han, et al.
Published: (2024)

ICA-RAG: Information Completeness Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis
by: He, Jiawei, et al.
Published: (2025)

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
by: Jia, Mingyi, et al.
Published: (2024)

ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models
by: Xu, Jun, et al.
Published: (2024)

An Empirical Study on Information Extraction using Large Language Models
by: Han, Ridong, et al.
Published: (2024)

An Empirical Study on Information Extraction using Large Language Models
by: Han, Ridong, et al.
Published: (2023)

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
by: Jia, Zhihao, et al.
Published: (2025)

Retrieval-Augmented Large Language Models for Schema-Constrained Clinical Information Extraction
by: Karim, A H M Rezaul, et al.
Published: (2026)

A Survey on Open Information Extraction from Rule-based Model to Large Language Model
by: Liu, Pai, et al.
Published: (2022)

ADELIE: Aligning Large Language Models on Information Extraction
by: Qi, Yunjia, et al.
Published: (2024)

High-Fidelity Pruning for Large Language Models
by: Zhu, Yijun, et al.
Published: (2026)

Large Language Models for Generative Information Extraction: A Survey
by: Xu, Derong, et al.
Published: (2023)

Who Reasons in the Large Language Models?
by: Shao, Jie, et al.
Published: (2025)

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model
by: Wang, Siyin, et al.
Published: (2024)

OutlierTune: Efficient Channel-Wise Quantization for Large Language Models
by: Wang, Jinguang, et al.
Published: (2024)

MPL: Multiple Programming Languages with Large Language Models for Information Extraction
by: Li, Bo, et al.
Published: (2025)

Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks
by: Cai, Yida, et al.
Published: (2024)

PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction
by: Lin, Zening, et al.
Published: (2024)

Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models
by: Wang, Yunan, et al.
Published: (2025)

Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models
by: Wang, Huazheng, et al.
Published: (2025)

RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements
by: Zhan, Zaifu, et al.
Published: (2024)

Evaluating Chinese Ambiguity Understanding in Large Language Models
by: Mo, Junwen, et al.
Published: (2026)

TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
by: Wang, Danqing, et al.
Published: (2024)

R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
by: Zhang, Taolin, et al.
Published: (2024)

Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
by: Roy, Soham, et al.
Published: (2025)

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval
by: Chun, Yongchan, et al.
Published: (2025)

UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
by: Mo, Fengran, et al.
Published: (2025)

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
by: Hu, Yan, et al.
Published: (2024)

Large Language Models for Information Retrieval: A Survey
by: Zhu, Yutao, et al.
Published: (2023)

Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
by: Chen, Zhe, et al.
Published: (2025)

Event Extraction in Large Language Model
by: Li, Bobo, et al.
Published: (2025)

UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model
by: Li, Zhaowei, et al.
Published: (2024)

Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks
by: Efeoglu, Sefika, et al.
Published: (2024)

Information Extraction from Electricity Invoices with General-Purpose Large Language Models
by: Gómez, Javier, et al.
Published: (2026)

Small Language Models as Effective Guides for Large Language Models in Chinese Relation Extraction
by: Tang, Xuemei, et al.
Published: (2024)

Rethinking Skill Extraction in the Job Market Domain using Large Language Models
by: Nguyen, Khanh Cao, et al.
Published: (2024)

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction
by: Ding, Zepeng, et al.
Published: (2024)

Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
by: Zhang, Chong, et al.
Published: (2024)

Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction
by: Lim, Jung Hoon, et al.
Published: (2024)

DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models
by: Su, Weihang, et al.
Published: (2024)