Continual Learning for Sentence Representations Using Conceptors

18 April 2019

João Sedoc

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