Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification

Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification

26 May 2023

Papers citing "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification"

13 / 13 papers shown

Title
Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning Ke Ji Yixin Lian Linxu Li Jingsheng Gao Weiyuan Li Bin Dai 42 0 0 22 Mar 2025
Revisiting Hierarchical Text Classification: Inference and Metrics Roman Plaud Matthieu Labeau Antoine Saillenfest Thomas Bonald 27 1 0 02 Oct 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification Ke Ji Peng Wang Wenjun Ke Guozheng Li Jiajun Liu Jingsheng Gao Ziyu Shang BDL 41 2 0 12 Jul 2024
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Huiyao Chen Yu Zhao Zulong Chen Mengjia Wang Liangyue Li Meishan Zhang M. Zhang BDL 45 7 0 25 Jun 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li Peng Wang Wenjun Ke Yikai Guo Ke Ji Ziyu Shang Jiajun Liu Zijie Xu LRM ReLM 47 4 0 27 Apr 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification Zihan Wang Peiyi Wang Houfeng Wang 27 1 0 29 Feb 2024
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,588 0 03 Sep 2019