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1904.09187
Cited By
Continual Learning for Sentence Representations Using Conceptors
18 April 2019
Tianlin Liu
Lyle Ungar
João Sedoc
CLL
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Papers citing
"Continual Learning for Sentence Representations Using Conceptors"
30 / 30 papers shown
Title
Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective
Xueying Bai
Yifan Sun
Niranjan Balasubramanian
CLL
68
0
0
08 Oct 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP
Umberto Michieli
Mete Ozay
VLM
93
3
0
28 Feb 2024
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
Xiaohui Zhang
Jiangyan Yi
J. Tao
Chenglong Wang
Chuyuan Zhang
CLL
91
24
0
07 Aug 2023
Semiparametric Language Models Are Scalable Continual Learners
Guangyue Peng
Tao Ge
Si-Qing Chen
Furu Wei
Houfeng Wang
KELM
84
11
0
02 Mar 2023
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks
Sudipta Kar
Giuseppe Castellucci
Simone Filice
S. Malmasi
Oleg Rokhlenko
CLL
KELM
110
8
0
22 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application
Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELM
CLL
236
712
0
31 Jan 2023
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation
Yang Zhao
Junnan Zhu
Lu Xiang
Jiajun Zhang
Yu Zhou
Feifei Zhai
Chengqing Zong
CLL
90
7
0
06 Dec 2022
Continual Learning of Natural Language Processing Tasks: A Survey
Zixuan Ke
Bin Liu
KELM
CLL
VLM
99
79
0
23 Nov 2022
Conceptor-Aided Debiasing of Large Language Models
Yifei Li
Lyle Ungar
João Sedoc
72
5
0
20 Nov 2022
Continual Training of Language Models for Few-Shot Learning
Zixuan Ke
Haowei Lin
Yijia Shao
Hu Xu
Lei Shu
Bin Liu
KELM
BDL
CLL
136
35
0
11 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics
Zihao Wang
Jiaheng Dou
Yong Zhang
OT
69
5
0
05 Oct 2022
Ask Question First for Enhancing Lifelong Language Learning
Han Wang
Ruiliu Fu
Xuejun Zhang
Jun Zhou
Qingwei Zhao
CLL
64
0
0
17 Aug 2022
Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift
Xueying Bai
Jinghuan Shang
Yifan Sun
Niranjan Balasubramanian
CLL
71
1
0
24 May 2022
RVAE-LAMOL: Residual Variational Autoencoder to Enhance Lifelong Language Learning
Han Wang
Ruiliu Fu
Xuejun Zhang
Jun Zhou
CLL
57
4
0
22 May 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities
Bin Wang
C.-C. Jay Kuo
Haizhou Li
ELM
81
30
0
05 Mar 2022
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
Zixuan Ke
Bing-Quan Liu
Nianzu Ma
Hu Xu
Lei Shu
CLL
219
127
0
05 Dec 2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin
Dejiao Zhang
Henghui Zhu
Wei Xiao
Shang-Wen Li
Xiaokai Wei
Andrew O. Arnold
Xiang Ren
KELM
CLL
115
117
0
16 Oct 2021
Controlling Recurrent Neural Networks by Diagonal Conceptors
J. Jong
32
0
0
16 Jul 2021
Dynamically Addressing Unseen Rumor via Continual Learning
Nayeon Lee
Andrea Madotto
Yejin Bang
Pascale Fung
64
2
0
18 Apr 2021
Online Continual Learning in Image Classification: An Empirical Survey
Zheda Mai
Ruiwen Li
Jihwan Jeong
David Quispe
Hyunwoo J. Kim
Scott Sanner
VLM
CLL
137
422
0
25 Jan 2021
Continual Learning in Task-Oriented Dialogue Systems
Andrea Madotto
Zhaojiang Lin
Zhenpeng Zhou
Seungwhan Moon
Paul A. Crook
Bing-Quan Liu
Zhou Yu
Eunjoon Cho
Zhiguang Wang
CLL
138
132
0
31 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A Survey
Magdalena Biesialska
Katarzyna Biesialska
Marta R. Costa-jussá
KELM
CLL
97
222
0
17 Dec 2020
Modifying Memories in Transformer Models
Chen Zhu
A. S. Rawat
Manzil Zaheer
Srinadh Bhojanapalli
Daliang Li
Felix X. Yu
Sanjiv Kumar
KELM
123
203
0
01 Dec 2020
Meta-Learning for Natural Language Understanding under Continual Learning Framework
Jiacheng Wang
Yang Fan
Duo Jiang
Shiqing Li
CLL
13
0
0
03 Nov 2020
Lifelong Language Knowledge Distillation
Yung-Sung Chuang
Shang-Yu Su
Yun-Nung Chen
KELM
CLL
83
51
0
05 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Fei Mi
Liangwei Chen
Mengjie Zhao
Minlie Huang
Boi Faltings
CLL
KELM
57
71
0
02 Oct 2020
Word Rotator's Distance
Sho Yokoi
Ryo Takahashi
Reina Akama
Jun Suzuki
Kentaro Inui
OT
75
59
0
30 Apr 2020
Transfer between long-term and short-term memory using Conceptors
Anthony Strock
N. Rougier
X. Hinaut
KELM
CLL
19
1
0
11 Mar 2020
LAMOL: LAnguage MOdeling for Lifelong Language Learning
Fan-Keng Sun
Cheng-Hao Ho
Hung-yi Lee
CLL
KELM
97
213
0
07 Sep 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT
S. Karve
Lyle Ungar
João Sedoc
FaML
65
34
0
14 Jun 2019
1