CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks

5 December 2021

Papers citing "CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks"

27 / 27 papers shown

Title
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Yu Feng Zhen Tian Yifan Zhu Zongfu Han Haoran Luo Guangwei Zhang Meina Song CLL VLM 23 6 0 22 Jul 2024
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning Chenyuan Wu Gangwei Jiang Defu Lian CLL 18 0 0 18 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 28 14 0 10 Jun 2024
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning N. Raichur Lucas Heublein Tobias Feigl A. Rügamer Christopher Mutschler Felix Ott CLL BDL 73 7 0 17 May 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis Xuanwen Ding Jie Zhou Liang Dou Qin Chen Yuanbin Wu Chengcai Chen Liang He KELM CLL 29 5 0 09 May 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks Chenlong Zhang Pengfei Cao Yubo Chen Kang Liu Zhiqiang Zhang Mengshu Sun Jun Zhao 27 3 0 26 Mar 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 27 2 0 28 Feb 2024
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction Rajdeep Mukherjee Nithish Kannen Saurabh Kumar Pandey Pawan Goyal 10 15 0 24 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 24 7 0 19 Oct 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Yifan Song Peiyi Wang Weimin Xiong Dawei Zhu Tianyu Liu Zhifang Sui Sujian Li CLL 14 3 0 10 Oct 2023
Class-Incremental Learning based on Label Generation Yijia Shao Yiduo Guo Dongyan Zhao Bin Liu CLL 19 14 0 22 Jun 2023
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions Stefan Leitner M. Jehanzeb Mirza Wei Lin Jakub Micorek Marc Masana Mateusz Koziñski Horst Possegger Horst Bischof CLL 31 2 0 30 May 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction Minqian Liu Lifu Huang CLL 13 9 0 26 May 2023
Predictive Experience Replay for Continual Visual Control and Forecasting Wendong Zhang Geng Chen Xiangming Zhu Siyu Gao Yunbo Wang Xiaokang Yang CLL 28 3 0 12 Mar 2023
Continual Pre-training of Language Models Zixuan Ke Yijia Shao Haowei Lin Tatsuya Konishi Gyuhak Kim Bin Liu CLL KELM 20 122 0 07 Feb 2023
A Framework of Customer Review Analysis Using the Aspect-Based Opinion Mining Approach S. Dasgupta Jaydip Sen 8 5 0 20 Dec 2022
Continual Learning of Natural Language Processing Tasks: A Survey Zixuan Ke Bin Liu KELM CLL VLM 19 67 0 23 Nov 2022
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions Thong Nguyen Xiaobao Wu A. Luu Cong-Duy Nguyen Zhen Hai Lidong Bing 18 13 0 07 Nov 2022
A Chinese Spelling Check Framework Based on Reverse Contrastive Learning Nankai Lin Xiaotian Lin Sihui Fu Shengyi Jiang Aimin Yang 11 2 0 25 Oct 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 85 34 0 11 Oct 2022
DIRA: Dynamic Domain Incremental Regularised Adaptation Abanoub Ghobrial Xu Zheng Darryl Hond Hamid Asgari Kerstin Eder AI4CE 13 1 0 30 Apr 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection Minqian Liu Shiyu Chang Lifu Huang KELM CLL 13 29 0 15 Apr 2022
CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis Nankai Lin Yingwen Fu Xiaotian Lin Aimin Yang Shengyi Jiang 32 16 0 02 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 33 241 0 02 Mar 2022
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke Hu Xu Bing-Quan Liu CLL 222 83 0 06 Dec 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Zixuan Ke Bing-Quan Liu Nianzu Ma Hu Xu Lei Shu CLL 181 122 0 05 Dec 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,347 0 25 Aug 2014