IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Alsuhaibani, Abdullah, Zogan, Hamad, Razzak, Imran, Jameel, Shoaib, Xu, Guandong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages
by: Almutairi, Ali, et al.
Published: (2025)
by: Almutairi, Ali, et al.
Published: (2025)
NarrationDep: Narratives on Social Media For Automatic Depression Detection
by: Zogan, Hamad, et al.
Published: (2024)
by: Zogan, Hamad, et al.
Published: (2024)
CALM: Culturally Self-Aware Language Models
by: Shen, Lingzhi, et al.
Published: (2026)
by: Shen, Lingzhi, et al.
Published: (2026)
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
by: Shen, Lingzhi, et al.
Published: (2025)
by: Shen, Lingzhi, et al.
Published: (2025)
HIPPD: Brain-Inspired Hierarchical Information Processing for Personality Detection
by: Chen, Guanming, et al.
Published: (2025)
by: Chen, Guanming, et al.
Published: (2025)
Retinal Lipidomics Associations as Candidate Biomarkers for Cardiovascular Health
by: Inamullah, et al.
Published: (2025)
by: Inamullah, et al.
Published: (2025)
The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics
by: Inamullah, et al.
Published: (2025)
by: Inamullah, et al.
Published: (2025)
EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling
by: Shen, Lingzhi, et al.
Published: (2025)
by: Shen, Lingzhi, et al.
Published: (2025)
Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies
by: Han, Xu, et al.
Published: (2025)
by: Han, Xu, et al.
Published: (2025)
Label-template based Few-Shot Text Classification with Contrastive Learning
by: Hou, Guanghua, et al.
Published: (2024)
by: Hou, Guanghua, et al.
Published: (2024)
LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection
by: Shen, Lingzhi, et al.
Published: (2025)
by: Shen, Lingzhi, et al.
Published: (2025)
A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning
by: Gao, Jia, et al.
Published: (2025)
by: Gao, Jia, et al.
Published: (2025)
CrossTune: Black-Box Few-Shot Classification with Label Enhancement
by: Luo, Danqing, et al.
Published: (2024)
by: Luo, Danqing, et al.
Published: (2024)
Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification
by: Park, Gyutae, et al.
Published: (2024)
by: Park, Gyutae, et al.
Published: (2024)
Active Few-Shot Learning for Text Classification
by: Ahmadnia, Saeed, et al.
Published: (2025)
by: Ahmadnia, Saeed, et al.
Published: (2025)
FourierKAN outperforms MLP on Text Classification Head Fine-tuning
by: Imran, Abdullah Al, et al.
Published: (2024)
by: Imran, Abdullah Al, et al.
Published: (2024)
Mask-guided BERT for Few Shot Text Classification
by: Liao, Wenxiong, et al.
Published: (2023)
by: Liao, Wenxiong, et al.
Published: (2023)
Integrated Oculomics and Lipidomics Reveal Microvascular Metabolic Signatures Associated with Cardiovascular Health in a Healthy Cohort
by: Inamullah, et al.
Published: (2025)
by: Inamullah, et al.
Published: (2025)
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification
by: Chen, Huiyao, et al.
Published: (2024)
by: Chen, Huiyao, et al.
Published: (2024)
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
by: Wang, Yuxiang, et al.
Published: (2025)
by: Wang, Yuxiang, et al.
Published: (2025)
DS$^2$-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
by: Xu, Hongling, et al.
Published: (2024)
by: Xu, Hongling, et al.
Published: (2024)
Language Model Representations for Efficient Few-Shot Tabular Classification
by: Kang, Inwon, et al.
Published: (2026)
by: Kang, Inwon, et al.
Published: (2026)
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification
by: Wu, Jianghao, et al.
Published: (2025)
by: Wu, Jianghao, et al.
Published: (2025)
Manual Verbalizer Enrichment for Few-Shot Text Classification
by: Nguyen, Quang Anh, et al.
Published: (2024)
by: Nguyen, Quang Anh, et al.
Published: (2024)
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language
by: Hadeliya, Tsimur, et al.
Published: (2024)
by: Hadeliya, Tsimur, et al.
Published: (2024)
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
by: Wang, Pei, et al.
Published: (2023)
by: Wang, Pei, et al.
Published: (2023)
Refactoring Programs Using Large Language Models with Few-Shot Examples
by: Shirafuji, Atsushi, et al.
Published: (2023)
by: Shirafuji, Atsushi, et al.
Published: (2023)
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
by: Ji, Ke, et al.
Published: (2024)
by: Ji, Ke, et al.
Published: (2024)
Structured Prompt Optimization for Few-Shot Text Classification via Semantic Alignment in Latent Space
by: Zheng, Jiasen, et al.
Published: (2026)
by: Zheng, Jiasen, et al.
Published: (2026)
Language Models are Few-Shot Graders
by: Zhao, Chenyan, et al.
Published: (2025)
by: Zhao, Chenyan, et al.
Published: (2025)
Modeling Multi-modal Cross-interaction for Multi-label Few-shot Image Classification Based on Local Feature Selection
by: Yan, Kun, et al.
Published: (2024)
by: Yan, Kun, et al.
Published: (2024)
Modeling Text-Label Alignment for Hierarchical Text Classification
by: Kumar, Ashish, et al.
Published: (2024)
by: Kumar, Ashish, et al.
Published: (2024)
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
by: Mitra, Chancharik, et al.
Published: (2024)
by: Mitra, Chancharik, et al.
Published: (2024)
LLMs on Drugs: Language Models Are Few-Shot Consumers
by: Doudkin, Alexander
Published: (2025)
by: Doudkin, Alexander
Published: (2025)
Adapting Knowledge for Few-shot Table-to-Text Generation
by: Guo, Zhixin, et al.
Published: (2023)
by: Guo, Zhixin, et al.
Published: (2023)
Effectiveness of Pre-training for Few-shot Intent Classification
by: Zhang, Haode, et al.
Published: (2021)
by: Zhang, Haode, et al.
Published: (2021)
Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt
by: Gan, Chengguang, et al.
Published: (2024)
by: Gan, Chengguang, et al.
Published: (2024)
Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings
by: Dey, Krishno, et al.
Published: (2024)
by: Dey, Krishno, et al.
Published: (2024)
LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification
by: Qin, Zhen, et al.
Published: (2024)
by: Qin, Zhen, et al.
Published: (2024)
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition
by: Alhindi, Tariq, et al.
Published: (2023)
by: Alhindi, Tariq, et al.
Published: (2023)
Similar Items
-
Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages
by: Almutairi, Ali, et al.
Published: (2025) -
NarrationDep: Narratives on Social Media For Automatic Depression Detection
by: Zogan, Hamad, et al.
Published: (2024) -
CALM: Culturally Self-Aware Language Models
by: Shen, Lingzhi, et al.
Published: (2026) -
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
by: Shen, Lingzhi, et al.
Published: (2025) -
HIPPD: Brain-Inspired Hierarchical Information Processing for Personality Detection
by: Chen, Guanming, et al.
Published: (2025)