Imagen de Portada

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liu, Shuliang, Hu, Xuming, Zhang, Chenwei, Li, Shu`ang, Wen, Lijie, Yu, Philip S.
Formato:	Preprint
Publicado:	2022
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models
por: Zhang, Yu, et al.
Publicado: (2025)

Interpretable Contrastive Monte Carlo Tree Search Reasoning
por: Gao, Zitian, et al.
Publicado: (2024)

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
por: Zhang, Junyan, et al.
Publicado: (2025)

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

Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking
por: Xu, Yijie, et al.
Publicado: (2025)

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation
por: Jia, Sihang, et al.
Publicado: (2026)

Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction
por: Luo, Da, et al.
Publicado: (2023)

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning
por: Borchert, Philipp, et al.
Publicado: (2024)

A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling
por: Wang, Ye, et al.
Publicado: (2023)

Shapley Value-based Contrastive Alignment for Multimodal Information Extraction
por: Luo, Wen, et al.
Publicado: (2024)

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction
por: Li, Qingling, et al.
Publicado: (2025)

HiPlan: Hierarchical Planning for LLM-Based Agents with Adaptive Global-Local Guidance
por: Li, Ziyue, et al.
Publicado: (2025)

HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning
por: Jiang, Zhuohang, et al.
Publicado: (2025)

HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel
por: Bui, The Viet, et al.
Publicado: (2026)

Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions
por: Hu, Xuming, et al.
Publicado: (2024)

HiSpec: Hierarchical Speculative Decoding for LLMs
por: Kumar, Avinash, et al.
Publicado: (2025)

HiChunk: Evaluating and Enhancing Retrieval-Augmented Generation with Hierarchical Chunking
por: Lu, Wensheng, et al.
Publicado: (2025)

MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
por: Yang, Shu, et al.
Publicado: (2024)

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
por: Liu, Shuliang, et al.
Publicado: (2025)

TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings
por: Zong, Tianyu, et al.
Publicado: (2025)

Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
por: Wu, Zhaoxuan, et al.
Publicado: (2024)

Writing Like the Best: Exemplar-Based Expository Text Generation
por: Liu, Yuxiang, et al.
Publicado: (2025)

An Unforgeable Publicly Verifiable Watermark for Large Language Models
por: Liu, Aiwei, et al.
Publicado: (2023)

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
por: Li, Yinghui, et al.
Publicado: (2025)

Exploring the Personality Traits of LLMs through Latent Features Steering
por: Yang, Shu, et al.
Publicado: (2024)

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
por: Hu, Mengkang, et al.
Publicado: (2024)

HiCI: Hierarchical Construction-Integration for Long-Context Attention
por: Zeng, Xiangyu, et al.
Publicado: (2026)

Partitioner Guided Modal Learning Framework
por: Hu, Guimin, et al.
Publicado: (2025)

KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning
por: Singh, Vaibhav, et al.
Publicado: (2025)

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

Hallucination-Resistant Relation Extraction via Dependency-Aware Sentence Simplification and Two-tiered Hierarchical Refinement
por: Yang, Yupei, et al.
Publicado: (2025)

LongGenBench: Long-context Generation Benchmark
por: Liu, Xiang, et al.
Publicado: (2024)

ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning
por: Wang, Jiaan, et al.
Publicado: (2025)

Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
por: Liu, Menglin, et al.
Publicado: (2024)

Exemplar-Guided Planing: Enhanced LLM Agent for KGQA
por: Xu, Jingao, et al.
Publicado: (2025)

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

ROME: Memorization Insights from Text, Logits and Representation
por: Li, Bo, et al.
Publicado: (2024)

A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations
por: Wang, Yao, et al.
Publicado: (2024)

Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models
por: Liu, Ye, et al.
Publicado: (2024)

Prompt-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
por: Ali, Muhammad Asif, et al.
Publicado: (2024)