Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Chen, Huiyao, Zhao, Yu, Chen, Zulong, Wang, Mengjia, Li, Liangyue, Zhang, Meishan, Zhang, Min |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
por: Chen, Huiyao, et al.
Publicado: (2025)
por: Chen, Huiyao, et al.
Publicado: (2025)
In-Context Learning for Few-Shot Nested Named Entity Recognition
por: Zhang, Meishan, et al.
Publicado: (2024)
por: Zhang, Meishan, et al.
Publicado: (2024)
LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models
por: Li, Xinxin, et al.
Publicado: (2025)
por: Li, Xinxin, et al.
Publicado: (2025)
Mixed Distillation Helps Smaller Language Model Better Reasoning
por: Li, Chenglin, et al.
Publicado: (2023)
por: Li, Chenglin, et al.
Publicado: (2023)
LLM-Driven Multimodal Opinion Expression Identification
por: Jia, Bonian, et al.
Publicado: (2024)
por: Jia, Bonian, et al.
Publicado: (2024)
A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models
por: Chen, Huiyao, et al.
Publicado: (2025)
por: Chen, Huiyao, et al.
Publicado: (2025)
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
por: Ji, Ke, et al.
Publicado: (2024)
por: Ji, Ke, et al.
Publicado: (2024)
Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration
por: Lv, Hang, et al.
Publicado: (2026)
por: Lv, Hang, et al.
Publicado: (2026)
GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification
por: Wang, Yubo, et al.
Publicado: (2025)
por: Wang, Yubo, et al.
Publicado: (2025)
Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
por: Chen, Zhuoen, et al.
Publicado: (2026)
por: Chen, Zhuoen, et al.
Publicado: (2026)
Continual Few-shot Event Detection via Hierarchical Augmentation Networks
por: Zhang, Chenlong, et al.
Publicado: (2024)
por: Zhang, Chenlong, et al.
Publicado: (2024)
Effectiveness of Pre-training for Few-shot Intent Classification
por: Zhang, Haode, et al.
Publicado: (2021)
por: Zhang, Haode, et al.
Publicado: (2021)
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
por: Chen, Aili, et al.
Publicado: (2025)
por: Chen, Aili, et al.
Publicado: (2025)
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
por: Zhang, Xin, et al.
Publicado: (2024)
por: Zhang, Xin, et al.
Publicado: (2024)
Towards Text-Image Interleaved Retrieval
por: Zhang, Xin, et al.
Publicado: (2025)
por: Zhang, Xin, et al.
Publicado: (2025)
Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation
por: Zhao, Xinping, et al.
Publicado: (2025)
por: Zhao, Xinping, et al.
Publicado: (2025)
ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution
por: Huang, Shouzheng, et al.
Publicado: (2026)
por: Huang, Shouzheng, et al.
Publicado: (2026)
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey
por: Zhang, Meishan, et al.
Publicado: (2025)
por: Zhang, Meishan, et al.
Publicado: (2025)
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation
por: Liu, Xiaoming, et al.
Publicado: (2024)
por: Liu, Xiaoming, et al.
Publicado: (2024)
Grammar Induction from Visual, Speech and Text
por: Zhao, Yu, et al.
Publicado: (2024)
por: Zhao, Yu, et al.
Publicado: (2024)
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
por: Xu, Hanzi, et al.
Publicado: (2024)
por: Xu, Hanzi, et al.
Publicado: (2024)
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction
por: Ma, Xilai, et al.
Publicado: (2023)
por: Ma, Xilai, et al.
Publicado: (2023)
TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction
por: Zhang, Yu, et al.
Publicado: (2024)
por: Zhang, Yu, et al.
Publicado: (2024)
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing
por: Guo, Peiming, et al.
Publicado: (2025)
por: Guo, Peiming, et al.
Publicado: (2025)
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text
por: Burnham, Michael, et al.
Publicado: (2024)
por: Burnham, Michael, et al.
Publicado: (2024)
Adapting Knowledge for Few-shot Table-to-Text Generation
por: Guo, Zhixin, et al.
Publicado: (2023)
por: Guo, Zhixin, et al.
Publicado: (2023)
Explainable Few-shot Knowledge Tracing
por: Li, Haoxuan, et al.
Publicado: (2024)
por: Li, Haoxuan, et al.
Publicado: (2024)
Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition
por: Chen, Bin, et al.
Publicado: (2025)
por: Chen, Bin, et al.
Publicado: (2025)
Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing
por: Hong, Mengze, et al.
Publicado: (2024)
por: Hong, Mengze, et al.
Publicado: (2024)
Multi-Level Correlation Network For Few-Shot Image Classification
por: Dang, Yunkai, et al.
Publicado: (2024)
por: Dang, Yunkai, 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)
por: Xiong, Ke, et al.
Publicado: (2026)
Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt
por: Gan, Chengguang, et al.
Publicado: (2024)
por: Gan, Chengguang, et al.
Publicado: (2024)
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
por: Wang, Qingyun, et al.
Publicado: (2024)
por: Wang, Qingyun, et al.
Publicado: (2024)
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
por: Rong, Jintao, et al.
Publicado: (2023)
por: Rong, Jintao, et al.
Publicado: (2023)
Mask-guided BERT for Few Shot Text Classification
por: Liao, Wenxiong, et al.
Publicado: (2023)
por: Liao, Wenxiong, et al.
Publicado: (2023)
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
por: Liu, Haochen, et al.
Publicado: (2024)
por: Liu, Haochen, et al.
Publicado: (2024)
Retrieval-augmented Encoders for Extreme Multi-label Text Classification
por: Wang, Yau-Shian, et al.
Publicado: (2025)
por: Wang, Yau-Shian, et al.
Publicado: (2025)
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification
por: Zang, Qianbo, et al.
Publicado: (2025)
por: Zang, Qianbo, et al.
Publicado: (2025)
CrossTune: Black-Box Few-Shot Classification with Label Enhancement
por: Luo, Danqing, et al.
Publicado: (2024)
por: Luo, Danqing, et al.
Publicado: (2024)
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
por: Du, Chengyu, et al.
Publicado: (2024)
por: Du, Chengyu, et al.
Publicado: (2024)
Ejemplares similares
-
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
por: Chen, Huiyao, et al.
Publicado: (2025) -
In-Context Learning for Few-Shot Nested Named Entity Recognition
por: Zhang, Meishan, et al.
Publicado: (2024) -
LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models
por: Li, Xinxin, et al.
Publicado: (2025) -
Mixed Distillation Helps Smaller Language Model Better Reasoning
por: Li, Chenglin, et al.
Publicado: (2023) -
LLM-Driven Multimodal Opinion Expression Identification
por: Jia, Bonian, et al.
Publicado: (2024)