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A Closer Look At Feature Space Data Augmentation For Few-Shot Intent
  Classification

A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

9 October 2019
Varun Kumar
Hadrien Glaude
Cyprien de Lichy
William Campbell
ArXiv (abs)PDFHTML

Papers citing "A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification"

50 / 51 papers shown
Title
SiameseDuo++: Active Learning from Data Streams with Dual Augmented Siamese Networks
SiameseDuo++: Active Learning from Data Streams with Dual Augmented Siamese Networks
Kleanthis Malialis
S. Filippou
C. Panayiotou
Marios M. Polycarpou
AI4TS
63
0
0
06 Apr 2025
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains
Andrea Gajic
Sudip Vhaduri
OODVLM
123
0
0
05 Apr 2025
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation:
  Leveraging Source-Informed Latent Augmentation within Neighborhood Context
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context
Jing Wang
Wonho Bae
Jiahong Chen
Kuangen Zhang
Leonid Sigal
C. D. Silva
153
1
0
18 Dec 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer
  Look
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look
Yong Zhang
Rui Zhu
Shifeng Zhang
Xu Zhou
Shifeng Chen
Xiaofan Chen
SSL
72
0
0
16 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation
Catherine Yeh
Donghao Ren
Yannick Assogba
Dominik Moritz
Fred Hohman
103
0
0
01 Oct 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation
  Strategy by Language Models and Humans
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans
Yusuke Sakai
Hidetaka Kamigaito
Taro Watanabe
LRM
94
5
0
06 Jun 2024
Frozen Feature Augmentation for Few-Shot Image Classification
Frozen Feature Augmentation for Few-Shot Image Classification
Andreas Bär
N. Houlsby
Mostafa Dehghani
Manoj Kumar
VLM
86
4
0
15 Mar 2024
PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven
  Perturbed Gradient Descent
PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent
Guang-Da Liu
Zhiyu Xue
Xitong Zhang
K. Johnson
Rongrong Wang
75
7
0
26 Oct 2023
Improving Few-shot Generalization of Safety Classifiers via Data
  Augmented Parameter-Efficient Fine-Tuning
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Ananth Balashankar
Xiao Ma
Aradhana Sinha
Ahmad Beirami
Yao Qin
Jilin Chen
Alex Beutel
71
2
0
25 Oct 2023
Using GPT-4 to Augment Unbalanced Data for Automatic Scoring
Using GPT-4 to Augment Unbalanced Data for Automatic Scoring
Luyang Fang
Gyeong-Geon Lee
Xiaoming Zhai
70
19
0
25 Oct 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model
  Distillation
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
Gaurav Sahu
Olga Vechtomova
Dzmitry Bahdanau
I. Laradji
VLM
112
27
0
22 Oct 2023
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition
  Learning in Task-oriented Dialogue
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue
Shutong Feng
Nurul Lubis
Benjamin Ruppik
Christian Geishauser
Michael Heck
Hsien-chin Lin
Carel van Niekerk
Renato Vukovic
Milica Gavsić
86
3
0
24 Aug 2023
Hallucination Improves the Performance of Unsupervised Visual
  Representation Learning
Hallucination Improves the Performance of Unsupervised Visual Representation Learning
Jing Wu
Jennifer Hobbs
N. Hovakimyan
SSL
97
20
0
22 Jul 2023
Boosting Few-Shot Text Classification via Distribution Estimation
Boosting Few-Shot Text Classification via Distribution Estimation
Han Liu
Feng Zhang
Xiaotong Zhang
Siyang Zhao
Fenglong Ma
Xiao-Ming Wu
Hongyang Chen
Hong Yu
Xianchao Zhang
OODDVLM
120
12
0
26 Mar 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation
AugGPT: Leveraging ChatGPT for Text Data Augmentation
Haixing Dai
Zheng Liu
Wenxiong Liao
Xiaoke Huang
Yihan Cao
...
Lichao Sun
Quanzheng Li
Dinggang Shen
Tianming Liu
Xiang Li
139
160
0
25 Feb 2023
Mask-guided BERT for Few Shot Text Classification
Mask-guided BERT for Few Shot Text Classification
Wenxiong Liao
Zheng Liu
Haixing Dai
Zihao Wu
Yiyang Zhang
...
Dajiang Zhu
Tianming Liu
Sheng Li
Xiang Li
Hongmin Cai
VLM
95
41
0
21 Feb 2023
Selective In-Context Data Augmentation for Intent Detection using
  Pointwise V-Information
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information
Yen-Ting Lin
Alexandros Papangelis
Seokhwan Kim
Sungjin Lee
Devamanyu Hazarika
Mahdi Namazifar
Di Jin
Yang Liu
Dilek Z. Hakkani-Tür
79
37
0
10 Feb 2023
Learning Multimodal Data Augmentation in Feature Space
Learning Multimodal Data Augmentation in Feature Space
Zichang Liu
Zhiqiang Tang
Xingjian Shi
Aston Zhang
Mu Li
Anshumali Shrivastava
A. Wilson
98
23
0
29 Dec 2022
Progressive Feature Upgrade in Semi-supervised Learning on Tabular
  Domain
Progressive Feature Upgrade in Semi-supervised Learning on Tabular Domain
Morteza Mohammady Gharasuie
Fenjiao Wang
70
0
0
01 Dec 2022
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for
  Few-shot Image Classification
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification
Fang Peng
Xiaoshan Yang
Linhui Xiao
Yaowei Wang
Changsheng Xu
VLM
93
50
0
28 Nov 2022
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level
  Unlabeled Scenes
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes
Sunwook Hwang
Youngseok Kim
Seongwon Kim
S. Bahk
Hyung-Sin Kim
3DPC
73
4
0
22 Nov 2022
CST5: Data Augmentation for Code-Switched Semantic Parsing
CST5: Data Augmentation for Code-Switched Semantic Parsing
Anmol Agarwal
Jigar Gupta
Rahul Goel
Shyam Upadhyay
Pankaj Joshi
R. Aravamudhan
74
9
0
14 Nov 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations
Zilu Tang
Muhammed Yusuf Kocyigit
Derry Wijaya
110
9
0
20 Oct 2022
Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social Media
Peipei Liu
Gao-Shan Wang
Hong Li
Jie Liu
Yimo Ren
Hongsong Zhu
Limin Sun
73
7
0
19 Oct 2022
A Feature-space Multimodal Data Augmentation Technique for Text-video
  Retrieval
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval
Alex Falcon
G. Serra
Oswald Lanz
VGen
79
27
0
03 Aug 2022
Multi-features based Semantic Augmentation Networks for Named Entity
  Recognition in Threat Intelligence
Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence
Peipei Liu
Hong Li
Zuoguang Wang
Jie Liu
Yimo Ren
Hongsong Zhu
82
10
0
01 Jul 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for
  Multimodal Dialogue System
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System
Eda Okur
Saurav Sahay
L. Nachman
55
25
0
09 May 2022
Contrastive Learning for Prompt-Based Few-Shot Language Learners
Contrastive Learning for Prompt-Based Few-Shot Language Learners
Yiren Jian
Chongyang Gao
Soroush Vosoughi
VLM
71
33
0
03 May 2022
Embedding Hallucination for Few-Shot Language Fine-tuning
Embedding Hallucination for Few-Shot Language Fine-tuning
Yiren Jian
Chongyang Gao
Soroush Vosoughi
82
4
0
03 May 2022
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation
Kushal Chawla
Gale M. Lucas
Jonathan May
Jonathan Gratch
146
11
0
30 Apr 2022
Reprint: a randomized extrapolation based on principal components for
  data augmentation
Reprint: a randomized extrapolation based on principal components for data augmentation
Jiale Wei
Qiyuan Chen
Pai Peng
Benjamin Guedj
Le Li
43
2
0
26 Apr 2022
Data Augmentation for Intent Classification with Off-the-shelf Large
  Language Models
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
Gaurav Sahu
Pau Rodríguez López
I. Laradji
Parmida Atighehchian
David Vazquez
Dzmitry Bahdanau
82
64
0
05 Apr 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource
  Task-Specific Natural Language Generation
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation
Zhuang Li
Zhuang Li
Xingliang Yuan
Tongtong Wu
Tianyang Zhan
Gholamreza Haffari
CoGeUDDRL
107
4
0
27 Feb 2022
Controllable Semantic Parsing via Retrieval Augmentation
Controllable Semantic Parsing via Retrieval Augmentation
Panupong Pasupat
Yuan Zhang
Kelvin Guu
206
48
0
16 Oct 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained
  Annotated Data
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data
Dheeraj Mekala
Varun Gangal
Jingbo Shang
AI4TS
86
22
0
22 Sep 2021
Good-Enough Example Extrapolation
Good-Enough Example Extrapolation
Jason W. Wei
60
6
0
12 Sep 2021
ALLWAS: Active Learning on Language models in WASserstein space
ALLWAS: Active Learning on Language models in WASserstein space
Anson Bastos
Manohar Kaul
MedIm
55
1
0
03 Sep 2021
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
Jing Zhou
Yanan Zheng
Jie Tang
Jian Li
Zhilin Yang
VLM
89
80
0
13 Aug 2021
A Survey on Data Augmentation for Text Classification
A Survey on Data Augmentation for Text Classification
Markus Bayer
M. Kaufhold
Christian A. Reuter
145
355
0
07 Jul 2021
ECKPN: Explicit Class Knowledge Propagation Network for Transductive
  Few-shot Learning
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
Chaofan CHEN
Xiaoshan Yang
Changsheng Xu
Xuhui Huang
Zhe Ma
79
50
0
16 Jun 2021
A Survey of Data Augmentation Approaches for NLP
A Survey of Data Augmentation Approaches for NLP
Steven Y. Feng
Varun Gangal
Jason W. Wei
Sarath Chandar
Soroush Vosoughi
Teruko Mitamura
Eduard H. Hovy
AIMat
121
832
0
07 May 2021
Meta-learning for skin cancer detection using Deep Learning Techniques
Meta-learning for skin cancer detection using Deep Learning Techniques
S. García
71
8
0
21 Apr 2021
Neural Data Augmentation via Example Extrapolation
Neural Data Augmentation via Example Extrapolation
Kenton Lee
Kelvin Guu
Luheng He
Timothy Dozat
Hyung Won Chung
76
72
0
02 Feb 2021
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification
Manoj Kumar
Varun Kumar
Hadrien Glaude
Cyprien delichy
Aman Alok
Rahul Gupta
VLM
80
18
0
28 Jan 2021
Generative Adversarial Networks for Annotated Data Augmentation in Data
  Sparse NLU
Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU
O. Yu. Golovneva
Charith Peris
SyDaGAN
31
5
0
09 Dec 2020
Named Entity Recognition for Social Media Texts with Semantic
  Augmentation
Named Entity Recognition for Social Media Texts with Semantic Augmentation
Yuyang Nie
Yuanhe Tian
Xiang Wan
Yan Song
Bo Dai
82
73
0
29 Oct 2020
Data Augmentation for Meta-Learning
Data Augmentation for Meta-Learning
Renkun Ni
Micah Goldblum
Amr Sharaf
Kezhi Kong
Tom Goldstein
93
77
0
14 Oct 2020
Intrapersonal Parameter Optimization for Offline Handwritten Signature
  Augmentation
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation
T. Maruyama
Luiz Eduardo Soares de Oliveira
A. Britto
R. Sabourin
152
27
0
13 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue
  Systems
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Andrea Madotto
Samuel Cahyawijaya
Genta Indra Winata
Yan Xu
Zihan Liu
Zhaojiang Lin
Pascale Fung
118
64
0
28 Sep 2020
NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is
  Not Necessarily Informative
NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative
Kumud Chauhan
36
6
0
18 Sep 2020
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