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The Benefits of Label-Description Training for Zero-Shot Text
  Classification
v1v2 (latest)

The Benefits of Label-Description Training for Zero-Shot Text Classification

3 May 2023
Lingyu Gao
Debanjan Ghosh
Kevin Gimpel
    VLM
ArXiv (abs)PDFHTML

Papers citing "The Benefits of Label-Description Training for Zero-Shot Text Classification"

4 / 4 papers shown
Title
Exploring Description-Augmented Dataless Intent Classification
Exploring Description-Augmented Dataless Intent Classification
Ruoyu Hu
Foaad Khosmood
Abbas Edalat
AI4TS
91
0
0
25 Jul 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot
  Relation Extraction
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
Sizhe Zhou
Yu Meng
Bowen Jin
Jiawei Han
71
11
0
17 Feb 2024
Using Large Language Models to Automate Category and Trend Analysis of
  Scientific Articles: An Application in Ophthalmology
Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology
H. Raja
Asim Munawar
M. Delsoz
Mohammad Elahi
Yeganeh Madadi
...
Sang Tran
Wuqas Munir
Alaa Abd-Alrazaq
Hao Chen
Siamak Yousefi. Hamilton
76
3
0
31 Aug 2023
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable
  Language Style Understanding
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding
Ruohao Guo
Wei Xu
Alan Ritter
79
4
0
24 May 2023
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