Cover Image

Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jing, Xiaonan, Wu, Gongqing, Zhuo, Xingrui, Sun, Lang, Wang, Jiapu
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)

Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs
by: Zhuo, Xingrui, et al.
Published: (2024)

TravelBench : Exploring LLM Performance in Low-Resource Domains
by: Billa, Srinivas, et al.
Published: (2025)

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction
by: Li, Guozheng, et al.
Published: (2024)

ODKE+: Ontology-Guided Open-Domain Knowledge Extraction with LLMs
by: Khorshidi, Samira, et al.
Published: (2025)

Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs
by: Li, Zhuo, et al.
Published: (2024)

CDTP: A Large-Scale Chinese Data-Text Pair Dataset for Comprehensive Evaluation of Chinese LLMs
by: Wu, Chengwei, et al.
Published: (2025)

Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering
by: Liu, Hongxuan, et al.
Published: (2024)

LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing
by: Sun, Jiaqi, et al.
Published: (2025)

Unifying Large Language Models and Knowledge Graphs: A Roadmap
by: Pan, Shirui, et al.
Published: (2023)

Graphical Reasoning: LLM-based Semi-Open Relation Extraction
by: Tao, Yicheng, et al.
Published: (2024)

Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG
by: Huang, Manzong, et al.
Published: (2026)

T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction
by: Peng, Kun, et al.
Published: (2025)

Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction
by: Zhao, Xiaowei, et al.
Published: (2024)

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
by: Pei, Aihua, et al.
Published: (2024)

Summarization for Generative Relation Extraction in the Microbiome Domain
by: Khettari, Oumaima El, et al.
Published: (2025)

CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction
by: Duan, Jiaxin, et al.
Published: (2025)

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction
by: Peng, Kun, et al.
Published: (2024)

Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
by: Shi, Yuchen, et al.
Published: (2024)

Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model
by: Yuan, Li, et al.
Published: (2024)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction
by: Qi, Ji, et al.
Published: (2023)

Relation as a Prior: A Novel Paradigm for LLM-based Document-level Relation Extraction
by: Pi, Qiankun, et al.
Published: (2025)

Polish-ASTE: Aspect-Sentiment Triplet Extraction Datasets for Polish
by: Lango, Marta, et al.
Published: (2025)

An LLM + ASP Workflow for Joint Entity-Relation Extraction
by: Tran, Trang, et al.
Published: (2025)

From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning
by: Li, Yafu, et al.
Published: (2025)

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing
by: Zhong, Haitian, et al.
Published: (2025)

Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
by: Wang, Jiapu, et al.
Published: (2024)

Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction
by: Peng, Cheng, et al.
Published: (2023)

Multi-Dimensional Prompt Chaining to Improve Open-Domain Dialogue Generation
by: Teng, Livia Leong Hui
Published: (2026)

CREFT: Sequential Multi-Agent LLM for Character Relation Extraction
by: Chun, Ye Eun, et al.
Published: (2025)

RvLLM: LLM Runtime Verification with Domain Knowledge
by: Zhang, Yedi, et al.
Published: (2025)

MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction
by: Sun, Qiao, et al.
Published: (2024)

Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs
by: Yang, Hongming, et al.
Published: (2025)

Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting
by: Wu, Jiarui, et al.
Published: (2025)

Triplet-Structured Knowledge Integration for Multi-Turn Medical Reasoning
by: Meng, Zhaohan, et al.
Published: (2025)

Green Prompting: Characterizing Prompt-driven Energy Costs of LLM Inference
by: Adamska, Marta, et al.
Published: (2025)

StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion
by: Wu, Yutong, et al.
Published: (2025)

Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
by: Li, Junlong, et al.
Published: (2022)

Fine-grained Verification via Diagnostic Reasoning Supervision for Aspect Sentiment Triplet Extraction
by: Lai, Wenna, et al.
Published: (2026)

Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection
by: Huang, Hsiu-Yuan, et al.
Published: (2024)