Less is More: Rethinking State-of-the-art Continual Relation Extraction
Models with a Frustratingly Easy but Effective Approach

Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach

1 September 2022

Peiyi Wang

Zhifang Sui

Papers citing "Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach"

9 / 9 papers shown

Title
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 35 15 0 10 Jun 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation Mengyi Huang Meng Xiao Ludi Wang Yi Du 54 2 0 05 Mar 2024
Balancing the Causal Effects in Class-Incremental Learning Junhao Zheng Ruiyan Wang Chongzhi Zhang Hu Feng Qianli Ma CML CLL 49 0 0 15 Feb 2024
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit Jivnesh Sandhan Yaswanth Narsupalli Sreevatsa Muppirala Sriram Krishnan Pavankumar Satuluri Amba P. Kulkarni Pawan Goyal 34 1 0 14 Oct 2023
Rationale-Enhanced Language Models are Better Continual Relation Learners Weimin Xiong Yifan Song Peiyi Wang Sujian Li KELM LRM CLL 28 10 0 10 Oct 2023
RepCL: Exploring Effective Representation for Continual Text Classification Yifan Song Peiyi Wang Dawei Zhu Tianyu Liu Zhifang Sui Sujian Li CLL 40 1 0 12 May 2023
Enhancing Continual Relation Extraction via Classifier Decomposition Heming Xia Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui SLR 38 12 0 08 May 2023
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang Yifan Song Tianyu Liu Binghuai Lin Yunbo Cao Sujian Li Zhifang Sui CLL SLR 48 22 0 10 Oct 2022
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu Xuekai Li Yuan-Fang Li Reza Haffari Guilin Qi Yujin Zhu Guoqiang Xu CLL 43 67 0 06 Jan 2021