Imagen de Portada

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kong, Fanshuang, Zhang, Richong, Wang, Ziqiao
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Activated Parameter Locating via Causal Intervention for Model Merging
por: Kong, Fanshuang, et al.
Publicado: (2024)

inversedMixup: Data Augmentation via Inverting Mixed Embeddings
por: Kong, Fanshuang, et al.
Publicado: (2026)

Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation
por: Zhang, Junhao, et al.
Publicado: (2025)

On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions
por: Liu, Dezhi, et al.
Publicado: (2020)

Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning
por: Zhang, Pieyi, et al.
Publicado: (2025)

Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification
por: Wang, Zihan, et al.
Publicado: (2024)

MOMA: Masked Orthogonal Matrix Alignment for Zero-Additional-Parameter Model Merging
por: Kong, Fanshuang, et al.
Publicado: (2024)

Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy
por: Lin, Ruixi, et al.
Publicado: (2025)

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
por: Xiao, Yuxin, et al.
Publicado: (2024)

Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient
por: Li, Mingxin, et al.
Publicado: (2024)

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

Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios
por: Wang, Zhongyuan, et al.
Publicado: (2024)

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

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
por: Zheng, Yaowei, et al.
Publicado: (2024)

A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens
por: Nie, Zhijie, et al.
Publicado: (2024)

CoRect: Context-Aware Logit Contrast for Hidden State Rectification to Resolve Knowledge Conflicts
por: Ma, Xuhua, et al.
Publicado: (2026)

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

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
por: Miao, Ziyang, et al.
Publicado: (2025)

General Table Question Answering via Answer-Formula Joint Generation
por: Wang, Zhongyuan, et al.
Publicado: (2025)

Code-Style In-Context Learning for Knowledge-Based Question Answering
por: Nie, Zhijie, et al.
Publicado: (2023)

Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers
por: Nguyen, Tuc, et al.
Publicado: (2024)

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

LH-Deception: Simulating and Understanding LLM Deceptive Behaviors in Long-Horizon Interactions
por: Xu, Yang, et al.
Publicado: (2025)

Progressively Modality Freezing for Multi-Modal Entity Alignment
por: Huang, Yani, et al.
Publicado: (2024)

A Graph-based Verification Framework for Fact-Checking
por: Huang, Yani, et al.
Publicado: (2025)

Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs
por: Kong, Aobo, et al.
Publicado: (2024)

Multimodal Abstractive Summarization of Instructional Videos with Vision-Language Models
por: Nazir, Maham, et al.
Publicado: (2026)

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

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

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

Hierarchies over Vector Space: Orienting Word and Graph Embeddings
por: Guo, Xingzhi, et al.
Publicado: (2022)

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

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning
por: Xie, Kaige, et al.
Publicado: (2023)

A Survey on Prompt Tuning
por: Li, Zongqian, et al.
Publicado: (2025)

RECOST: External Knowledge Guided Data-efficient Instruction Tuning
por: Zhang, Qi, et al.
Publicado: (2024)

LM-mixup: Text Data Augmentation via Language Model based Mixup
por: Deng, Zhijie, et al.
Publicado: (2025)

PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning
por: Zhang, Tianrong, et al.
Publicado: (2024)

Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging
por: Li, Mingxin, et al.
Publicado: (2024)

Optimizing Soft Prompt Tuning via Structural Evolution
por: Huang, Zhenzhen, et al.
Publicado: (2026)

Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition
por: Zhao, Haodong, et al.
Publicado: (2024)