MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Ye, Hui, Sunderraman, Rajshekhar, Ji, Shihao |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification
by: Kharbanda, Siddhant, et al.
Published: (2021)
by: Kharbanda, Siddhant, et al.
Published: (2021)
Functional Python Programming in Introductory Computer Science Courses
by: Sunderraman, Rajshekhar
Published: (2025)
by: Sunderraman, Rajshekhar
Published: (2025)
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
by: Ye, Hui, et al.
Published: (2024)
by: Ye, Hui, et al.
Published: (2024)
Retrieval-augmented Encoders for Extreme Multi-label Text Classification
by: Wang, Yau-Shian, et al.
Published: (2025)
by: Wang, Yau-Shian, et al.
Published: (2025)
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
by: Sirbu, Iustin, et al.
Published: (2025)
by: Sirbu, Iustin, et al.
Published: (2025)
Open-world Multi-label Text Classification with Extremely Weak Supervision
by: Li, Xintong, et al.
Published: (2024)
by: Li, Xintong, et al.
Published: (2024)
Advanced Multimodal Deep Learning Architecture for Image-Text Matching
by: Wang, Jinyin, et al.
Published: (2024)
by: Wang, Jinyin, et al.
Published: (2024)
Multi-label Learning with Random Circular Vectors
by: Nishida, Ken, et al.
Published: (2024)
by: Nishida, Ken, et al.
Published: (2024)
A Simple but Effective Closed-form Solution for Extreme Multi-label Learning
by: Onishi, Kazuma, et al.
Published: (2025)
by: Onishi, Kazuma, et al.
Published: (2025)
Synthetic Text Generation for Training Large Language Models via Gradient Matching
by: Nguyen, Dang, et al.
Published: (2025)
by: Nguyen, Dang, et al.
Published: (2025)
MONOVAB : An Annotated Corpus for Bangla Multi-label Emotion Detection
by: Banshal, Sumit Kumar, et al.
Published: (2023)
by: Banshal, Sumit Kumar, et al.
Published: (2023)
DALLMi: Domain Adaption for LLM-based Multi-label Classifier
by: Beţianu, Miruna, et al.
Published: (2024)
by: Beţianu, Miruna, et al.
Published: (2024)
Learning label-label correlations in Extreme Multi-label Classification via Label Features
by: Kharbanda, Siddhant, et al.
Published: (2024)
by: Kharbanda, Siddhant, et al.
Published: (2024)
Logit-KL Flow Matching: Non-Autoregressive Text Generation via Sampling-Hybrid Inference
by: Sevriugov, Egor, et al.
Published: (2024)
by: Sevriugov, Egor, et al.
Published: (2024)
Stochastic Adversarial Networks for Multi-Domain Text Classification
by: Wang, Xu, et al.
Published: (2024)
by: Wang, Xu, et al.
Published: (2024)
Match & Choose: Model Selection Framework for Fine-tuning Text-to-Image Diffusion Models
by: Lewandowski, Basile, et al.
Published: (2025)
by: Lewandowski, Basile, et al.
Published: (2025)
Joint Extraction and Classification of Danish Competences for Job Matching
by: Li, Qiuchi, et al.
Published: (2024)
by: Li, Qiuchi, et al.
Published: (2024)
Your Extreme Multi-label Classifier is Secretly a Hierarchical Text Classifier for Free
by: Bertalis, Nerijus, et al.
Published: (2024)
by: Bertalis, Nerijus, et al.
Published: (2024)
Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning
by: Huang, Guangming, et al.
Published: (2024)
by: Huang, Guangming, et al.
Published: (2024)
TextAge: A Curated and Diverse Text Dataset for Age Classification
by: Cheekati, Shravan, et al.
Published: (2024)
by: Cheekati, Shravan, et al.
Published: (2024)
Improving Classification Performance With Human Feedback: Label a few, we label the rest
by: Vidra, Natan, et al.
Published: (2024)
by: Vidra, Natan, et al.
Published: (2024)
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification
by: Zhu, Yaxin, et al.
Published: (2023)
by: Zhu, Yaxin, et al.
Published: (2023)
CMHL: Contrastive Multi-Head Learning for Emotionally Consistent Text Classification
by: Elgabry, Menna, et al.
Published: (2026)
by: Elgabry, Menna, et al.
Published: (2026)
Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification
by: Wu, Yuan
Published: (2024)
by: Wu, Yuan
Published: (2024)
Multi-label Text Classification using GloVe and Neural Network Models
by: Wang, Hongren
Published: (2023)
by: Wang, Hongren
Published: (2023)
Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification
by: Xinkai, Du, et al.
Published: (2023)
by: Xinkai, Du, et al.
Published: (2023)
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
by: Zhao, Shiman, et al.
Published: (2025)
by: Zhao, Shiman, et al.
Published: (2025)
On the Fragility of Active Learners for Text Classification
by: Ghose, Abhishek, et al.
Published: (2024)
by: Ghose, Abhishek, et al.
Published: (2024)
Universal Cross-Lingual Text Classification
by: Savant, Riya, et al.
Published: (2024)
by: Savant, Riya, et al.
Published: (2024)
Fair Text Classification via Transferable Representations
by: Leteno, Thibaud, et al.
Published: (2025)
by: Leteno, Thibaud, et al.
Published: (2025)
Revisiting Hierarchical Text Classification: Inference and Metrics
by: Plaud, Roman, et al.
Published: (2024)
by: Plaud, Roman, et al.
Published: (2024)
Ensembling Finetuned Language Models for Text Classification
by: Arango, Sebastian Pineda, et al.
Published: (2024)
by: Arango, Sebastian Pineda, et al.
Published: (2024)
AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification
by: Xue, Chenhao, et al.
Published: (2025)
by: Xue, Chenhao, et al.
Published: (2025)
Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications
by: Megahed, Fadel M., et al.
Published: (2025)
by: Megahed, Fadel M., et al.
Published: (2025)
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
by: Kasa, Siva Rajesh, et al.
Published: (2025)
by: Kasa, Siva Rajesh, et al.
Published: (2025)
Determinants of Training Corpus Size for Clinical Text Classification
by: Chaturvedi, Jaya, et al.
Published: (2026)
by: Chaturvedi, Jaya, et al.
Published: (2026)
Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like
by: Kanda, Naoyuki, et al.
Published: (2024)
by: Kanda, Naoyuki, et al.
Published: (2024)
Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi
by: Deshmukh, Pranita, et al.
Published: (2024)
by: Deshmukh, Pranita, et al.
Published: (2024)
Persian Slang Text Conversion to Formal and Deep Learning of Persian Short Texts on Social Media for Sentiment Classification
by: Khazeni, Mohsen, et al.
Published: (2024)
by: Khazeni, Mohsen, et al.
Published: (2024)
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification
by: Audibert, Alexandre, et al.
Published: (2024)
by: Audibert, Alexandre, et al.
Published: (2024)
Similar Items
-
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification
by: Kharbanda, Siddhant, et al.
Published: (2021) -
Functional Python Programming in Introductory Computer Science Courses
by: Sunderraman, Rajshekhar
Published: (2025) -
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
by: Ye, Hui, et al.
Published: (2024) -
Retrieval-augmented Encoders for Extreme Multi-label Text Classification
by: Wang, Yau-Shian, et al.
Published: (2025) -
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
by: Sirbu, Iustin, et al.
Published: (2025)