Cover Image

Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Zihan, Wang, Peiyi, Wang, Houfeng
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

SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation
by: Xu, Ziyao, et al.
Published: (2024)

ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
by: Song, Feifan, et al.
Published: (2024)

HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification
by: Jain, Vidit, et al.
Published: (2024)

Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
by: Ji, Ke, et al.
Published: (2024)

Detection-Correction Structure via General Language Model for Grammatical Error Correction
by: Li, Wei, et al.
Published: (2024)

Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion
by: Xu, Ziyao, et al.
Published: (2025)

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning
by: Kong, Fanshuang, et al.
Published: (2024)

HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification
by: Zhu, He, et al.
Published: (2024)

Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy
by: Agrawal, Neeraj, et al.
Published: (2025)

Stochastic Adversarial Networks for Multi-Domain Text Classification
by: Wang, Xu, et al.
Published: (2024)

Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
by: Peng, Letian, et al.
Published: (2024)

Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation
by: Luo, Wen, et al.
Published: (2025)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
by: Li, Wei, et al.
Published: (2025)

Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification
by: Wu, Yuan
Published: (2024)

Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification
by: Yu, Simon, et al.
Published: (2023)

Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification
by: Chen, Huiyao, et al.
Published: (2024)

Modeling Text-Label Alignment for Hierarchical Text Classification
by: Kumar, Ashish, et al.
Published: (2024)

Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition
by: Zhu, Fangwei, et al.
Published: (2024)

Reasoning for Hierarchical Text Classification: The Case of Patents
by: Jiang, Lekang, et al.
Published: (2025)

Hierarchical Text Classification with LLM-Refined Taxonomies
by: Golde, Jonas, et al.
Published: (2026)

Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning
by: Wang, Xiaorong, et al.
Published: (2025)

Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training
by: Cai, Xunxin, et al.
Published: (2025)

CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration
by: Hou, Xinming, et al.
Published: (2024)

HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning
by: Chen, Zhijian, et al.
Published: (2024)

CAMF: Collaborative Adversarial Multi-agent Framework for Machine Generated Text Detection
by: Wang, Yue, et al.
Published: (2025)

Arabic Synonym BERT-based Adversarial Examples for Text Classification
by: Alshahrani, Norah, et al.
Published: (2024)

Chain-of-Thought Tokens are Computer Program Variables
by: Zhu, Fangwei, et al.
Published: (2025)

Revisiting Hierarchical Text Classification: Inference and Metrics
by: Plaud, Roman, et al.
Published: (2024)

AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization
by: Gupta, Mukur, et al.
Published: (2025)

Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification
by: Ai, Wei, et al.
Published: (2024)

Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning
by: Yang, Zhe, et al.
Published: (2023)

Pushing The Limit of LLM Capacity for Text Classification
by: Zhang, Yazhou, et al.
Published: (2024)

Training Matryoshka Mixture-of-Experts for Elastic Inference-Time Expert Utilization
by: Wang, Yaoxiang, et al.
Published: (2025)

Hierarchical Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text
by: Morbiato, Filippo, et al.
Published: (2026)

Multi-label Text Classification using GloVe and Neural Network Models
by: Wang, Hongren
Published: (2023)

SCHK-HTC: Sibling Contrastive Learning with Hierarchical Knowledge-Aware Prompt Tuning for Hierarchical Text Classification
by: Xiong, Ke, et al.
Published: (2026)

Diagnosing and Mitigating Semantic Inconsistencies in Wikidata's Classification Hierarchy
by: Zhao, Shixiong, et al.
Published: (2025)

Towards Better RL Training Data Utilization via Second-Order Rollout
by: Yang, Zhe, et al.
Published: (2026)

Evaluating Text Classification Robustness to Part-of-Speech Adversarial Examples
by: Samadi, Anahita, et al.
Published: (2024)

H$^{2}$MT: Semantic Hierarchy-Aware Hierarchical Memory Transformer
by: Haghifam, Maryam, et al.
Published: (2026)