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Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent
  Classification

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification

24 May 2023
Mujeen Sung
James Gung
Elman Mansimov
Nikolaos Pappas
Raphael Shu
Salvatore Romeo
Yi Zhang
Vittorio Castelli
ArXivPDFHTML

Papers citing "Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification"

6 / 6 papers shown
Title
GLEAN: Generalized Category Discovery with Diverse and Quality-Enhanced LLM Feedback
GLEAN: Generalized Category Discovery with Diverse and Quality-Enhanced LLM Feedback
Henry Peng Zou
Siffi Singh
Yi Nian
Jianfeng He
Jason (Jinglun) Cai
Saab Mansour
Hang Su
44
2
0
25 Feb 2025
A Survey of Ontology Expansion for Conversational Understanding
A Survey of Ontology Expansion for Conversational Understanding
Jinggui Liang
Yuxia Wu
Yuan Fang
Hao Fei
Lizi Liao
27
1
0
19 Oct 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification
  in the Era of Large Language Models
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models
Zhenyi Lu
Jie Tian
Wei Wei
Xiaoye Qu
Yu Cheng
Wenfeng Xie
Dangyang Chen
30
5
0
11 Jun 2024
Can Your Model Tell a Negation from an Implicature? Unravelling
  Challenges With Intent Encoders
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders
Yuwei Zhang
Siffi Singh
Sailik Sengupta
Igor Shalyminov
Hang Su
Hwanjun Song
Saab Mansour
19
2
0
07 Mar 2024
ContrastNet: A Contrastive Learning Framework for Few-Shot Text
  Classification
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
J. Chen
Richong Zhang
Yongyi Mao
Jie Xue
27
78
0
16 May 2023
Efficient Intent Detection with Dual Sentence Encoders
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
178
451
0
10 Mar 2020
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