Zero-Shot Hierarchical Classification on the Common Procurement Vocabulary Taxonomy
Fuente:
arXiv
Saved in:
| Main Authors: | Moiraghi, Federico, Palmonari, Matteo, Allavena, Davide, Morando, Federico |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data
by: Bono, Carlo, et al.
Published: (2025)
by: Bono, Carlo, et al.
Published: (2025)
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
by: Zhang, Yunyi, et al.
Published: (2024)
by: Zhang, Yunyi, et al.
Published: (2024)
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
by: Ghilardi, Davide, et al.
Published: (2024)
by: Ghilardi, Davide, 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)
Description Boosting for Zero-Shot Entity and Relation Classification
by: Picco, Gabriele, et al.
Published: (2024)
by: Picco, Gabriele, et al.
Published: (2024)
Efficient Zero-Shot Long Document Classification by Reducing Context Through Sentence Ranking
by: Kokate, Prathamesh, et al.
Published: (2025)
by: Kokate, Prathamesh, et al.
Published: (2025)
Curate-Train-Refine: A Closed-Loop Agentic Framework for Zero Shot Classification
by: Maheshwari, Gaurav, et al.
Published: (2026)
by: Maheshwari, Gaurav, et al.
Published: (2026)
Zero-Shot and Efficient Clarification Need Prediction in Conversational Search
by: Lu, Lili, et al.
Published: (2025)
by: Lu, Lili, et al.
Published: (2025)
Says Who? Effective Zero-Shot Annotation of Focalization
by: Hicke, Rebecca M. M., et al.
Published: (2024)
by: Hicke, Rebecca M. M., et al.
Published: (2024)
Zero-Shot Performance Prediction for Probabilistic Scaling Laws
by: Schram, Viktoria, et al.
Published: (2025)
by: Schram, Viktoria, et al.
Published: (2025)
Zero-Shot Conversational Stance Detection: Dataset and Approaches
by: Ding, Yuzhe, et al.
Published: (2025)
by: Ding, Yuzhe, et al.
Published: (2025)
ETS: Open Vocabulary Electroencephalography-To-Text Decoding and Sentiment Classification
by: Masry, Mohamed, et al.
Published: (2025)
by: Masry, Mohamed, 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)
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation
by: Nayak, Nihal V., et al.
Published: (2024)
by: Nayak, Nihal V., et al.
Published: (2024)
Zero-Shot Decision Tree Construction via Large Language Models
by: Carrasco, Lucas, et al.
Published: (2025)
by: Carrasco, Lucas, et al.
Published: (2025)
A BERT-based Hierarchical Classification Model with Applications in Chinese Commodity Classification
by: Liu, Kun, et al.
Published: (2025)
by: Liu, Kun, et al.
Published: (2025)
Dynamic Vocabulary Pruning in Early-Exit LLMs
by: Vincenti, Jort, et al.
Published: (2024)
by: Vincenti, Jort, et al.
Published: (2024)
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching
by: Li, Zhuoran, et al.
Published: (2024)
by: Li, Zhuoran, et al.
Published: (2024)
A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance
by: Melis, Matteo, et al.
Published: (2025)
by: Melis, Matteo, et al.
Published: (2025)
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning
by: Ashkenazi, Maor, et al.
Published: (2025)
by: Ashkenazi, Maor, et al.
Published: (2025)
Evaluating LLMs on Entity Disambiguation in Tables
by: Belotti, Federico, et al.
Published: (2024)
by: Belotti, Federico, et al.
Published: (2024)
Understanding and Mitigating the Uncertainty in Zero-Shot Translation
by: Wang, Wenxuan, et al.
Published: (2022)
by: Wang, Wenxuan, et al.
Published: (2022)
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models
by: He, Kang, et al.
Published: (2024)
by: He, Kang, et al.
Published: (2024)
Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices
by: Seller, Luís Couto, et al.
Published: (2025)
by: Seller, Luís Couto, et al.
Published: (2025)
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification
by: Hu, Yibo, et al.
Published: (2023)
by: Hu, Yibo, et al.
Published: (2023)
A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice
by: Opitz, Juri
Published: (2024)
by: Opitz, Juri
Published: (2024)
FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization Across Tokenizers
by: Williams, Joshua Nathaniel, et al.
Published: (2024)
by: Williams, Joshua Nathaniel, et al.
Published: (2024)
Towards Transparent Stance Detection: A Zero-Shot Approach Using Implicit and Explicit Interpretability
by: Upadhyaya, Apoorva, et al.
Published: (2025)
by: Upadhyaya, Apoorva, et al.
Published: (2025)
Diversity Over Quantity: A Lesson From Few Shot Relation Classification
by: Cohen, Amir DN, et al.
Published: (2024)
by: Cohen, Amir DN, et al.
Published: (2024)
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
by: Nagar, Aishik, et al.
Published: (2024)
by: Nagar, Aishik, et al.
Published: (2024)
Investigating Task Arithmetic for Zero-Shot Information Retrieval
by: Braga, Marco, et al.
Published: (2025)
by: Braga, Marco, et al.
Published: (2025)
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings
by: Leon, Florin, et al.
Published: (2024)
by: Leon, Florin, et al.
Published: (2024)
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification
by: Jain, Vidit, et al.
Published: (2024)
by: Jain, Vidit, et al.
Published: (2024)
Hierarchical Text Classification Using Black Box Large Language Models
by: Yoshimura, Kosuke, et al.
Published: (2025)
by: Yoshimura, Kosuke, et al.
Published: (2025)
LogicDiff: Logic-Guided Denoising Improves Zero-Shot Reasoning in Masked Diffusion Language Models
by: Aman, Shaik
Published: (2026)
by: Aman, Shaik
Published: (2026)
PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning
by: Holk, Simon, et al.
Published: (2024)
by: Holk, Simon, et al.
Published: (2024)
Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy
by: Agrawal, Neeraj, et al.
Published: (2025)
by: Agrawal, Neeraj, et al.
Published: (2025)
Leveraging Zero-Shot Prompting for Efficient Language Model Distillation
by: Vöge, Lukas, et al.
Published: (2024)
by: Vöge, Lukas, et al.
Published: (2024)
GLiREL -- Generalist Model for Zero-Shot Relation Extraction
by: Boylan, Jack, et al.
Published: (2025)
by: Boylan, Jack, et al.
Published: (2025)
Taxonomy Tree Generation from Citation Graph
by: Hu, Yuntong, et al.
Published: (2024)
by: Hu, Yuntong, et al.
Published: (2024)
Similar Items
-
Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data
by: Bono, Carlo, et al.
Published: (2025) -
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
by: Zhang, Yunyi, et al.
Published: (2024) -
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
by: Ghilardi, Davide, et al.
Published: (2024) -
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification
by: Zhu, Yaxin, et al.
Published: (2023) -
Description Boosting for Zero-Shot Entity and Relation Classification
by: Picco, Gabriele, et al.
Published: (2024)