Episodic Memory in Lifelong Language Learning

3 June 2019

Cyprien de Masson dÁutume

Lingpeng Kong

Papers citing "Episodic Memory in Lifelong Language Learning"

50 / 169 papers shown

Title
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback Yutao Yang Jie Zhou Junsong Li Qianjun Pan Bihao Zhan Qin Chen Xipeng Qiu Liang He CLL 24 0 0 15 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 26 0 0 15 May 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Jinpeng Chen Runmin Cong Yuzhi Zhao Hongzheng Yang Guangneng Hu H. Ip Sam Kwong CLL KELM 83 0 0 05 May 2025
SEE: Continual Fine-tuning with Sequential Ensemble of Experts Zhilin Wang Yafu Li Xiaoye Qu Yu Cheng CLL KELM 53 0 0 09 Apr 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 52 0 0 13 Mar 2025
Soup to go: mitigating forgetting during continual learning with model averaging Anat Kleiman Gintare Karolina Dziugaite Jonathan Frankle Sham Kakade Mansheej Paul MoMe CLL KELM 58 0 0 09 Jan 2025
LSEBMCL: A Latent Space Energy-Based Model for Continual Learning Xiaodi Li Dingcheng Li Rujun Gao Mahmoud Zamani Latifur Khan CLL KELM 44 0 0 09 Jan 2025
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 78 0 0 31 Dec 2024
Chained Tuning Leads to Biased Forgetting Megan Ung Alicia Sun Samuel J. Bell Bhaktipriya Radharapu Levent Sagun Adina Williams CLL KELM 89 0 0 21 Dec 2024
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Ruiheng Liu Jinyu Zhang Yanqi Song Yu Zhang Bailong Yang KELM CLL 75 1 0 10 Dec 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 46 2 0 14 Nov 2024
Exploring Forgetting in Large Language Model Pre-Training Chonghua Liao Ruobing Xie X. Sun Haowen Sun Zhanhui Kang CLL 33 0 0 22 Oct 2024
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models Yuheng Lu Bingshuo Qian Caixia Yuan Huixing Jiang Xiaojie Wang CLL 34 0 0 22 Oct 2024
Is Parameter Collision Hindering Continual Learning in LLMs? Shuo Yang Kun-Peng Ning Yu-Yang Liu Jia-Yu Yao Yong-Hong Tian Yi-Bing Song Li Yuan MoMe CLL 21 3 0 14 Oct 2024
Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective Xueying Bai Yifan Sun Niranjan Balasubramanian CLL 24 0 0 08 Oct 2024
Learning Attentional Mixture of LoRAs for Language Model Continual Learning Jialin Liu Jianhua Wu Jie Liu Yutai Duan KELM CLL MoMe 27 1 0 29 Sep 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Xinrui Wang Chuanxing Geng Wenhai Wan Shao-yuan Li Songcan Chen CLL 39 2 0 28 Sep 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models Vladimir Araujo Marie-Francine Moens Tinne Tuytelaars CLL MoMe 26 2 0 16 Aug 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 44 2 0 31 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 45 6 0 23 Jul 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 32 3 0 22 Jul 2024
Unlocking the Potential of Model Merging for Low-Resource Languages Mingxu Tao Chen Zhang Quzhe Huang Tianyao Ma Songfang Huang Dongyan Zhao Yansong Feng CLL MoMe 27 3 0 04 Jul 2024
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE) Daniel Sonntag Michael Barz Thiago S. Gouvêa VLM 44 4 0 27 Jun 2024
MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting Tianhao Li Shangjie Li Binbin Xie Deyi Xiong Baosong Yang CLL 50 3 0 25 Jun 2024
Unlocking Continual Learning Abilities in Language Models Wenyu Du Shuang Cheng Tongxu Luo Zihan Qiu Zeyu Huang Ka Chun Cheung Reynold Cheng Jie Fu KELM CLL 43 6 0 25 Jun 2024
Do As I Do: Pose Guided Human Motion Copy Sifan Wu Zhenguang Liu Beibei Zhang Roger Zimmermann Zhongjie Ba Xiaosong Zhang Kui Ren 36 8 0 24 Jun 2024
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning Chenyuan Wu Gangwei Jiang Defu Lian CLL 25 0 0 18 Jun 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 53 4 0 23 May 2024
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning Yanhui Guo Shaoyuan Xu Jinmiao Fu Jia-Wei Liu Chaosheng Dong Bryan Wang VLM CLL 33 5 0 22 Apr 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 27 0 0 16 Apr 2024
Scalable Language Model with Generalized Continual Learning Bohao Peng Zhuotao Tian Shu Liu Mingchang Yang Jiaya Jia ALM CLL KELM 30 13 0 11 Apr 2024
Continual Learning of Numerous Tasks from Long-tail Distributions Liwei Kang Wee Sun Lee 27 0 0 03 Apr 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze KELM CLL 32 14 0 31 Mar 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Yifan Wang Yafei Liu Chufan Shi Haoling Li Chen Chen H. Lu Yujiu Yang CLL 39 25 0 18 Mar 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal Jianheng Huang Leyang Cui Ante Wang Chengyi Yang Xinting Liao Linfeng Song Junfeng Yao Jinsong Su KELM CLL 32 32 0 02 Mar 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence Weixiang Zhao Zhuojun Li Shilong Wang Yang Wang Yulin Hu Yanyan Zhao Chen Wei Bing Qin 22 4 0 15 Feb 2024
Balancing the Causal Effects in Class-Incremental Learning Junhao Zheng Ruiyan Wang Chongzhi Zhang Hu Feng Qianli Ma CML CLL 31 0 0 15 Feb 2024
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement Xisen Jin Xiang Ren KELM CLL 20 6 0 02 Feb 2024
Sample Weight Estimation Using Meta-Updates for Online Continual Learning Hamed Hemati Damian Borth 30 0 0 29 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 29 11 0 16 Jan 2024
Improving Plasticity in Online Continual Learning via Collaborative Learning Maorong Wang Nicolas Michel Ling Xiao Toshihiko Yamasaki CLL 12 6 0 01 Dec 2023
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 19 2 0 17 Nov 2023
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Yujin Kim Jaehong Yoon Seonghyeon Ye Sangmin Bae Namgyu Ho Sung Ju Hwang Se-Young Yun KELM 32 9 0 14 Nov 2023
Learning to Learn for Few-shot Continual Active Learning Stella Ho Ming Liu Shang Gao Longxiang Gao KELM BDL VLM CLL 14 2 0 07 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 27 3 0 02 Nov 2023
Continual Event Extraction with Semantic Confusion Rectification Zitao Wang Xin-Yue Wang Wei Hu CLL 16 4 0 24 Oct 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 116 89 0 22 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 32 7 0 19 Oct 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 32 5 0 13 Oct 2023
Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction Xiao Xu Lei Zhang Bailong Liu Zhi Liang Xuefei Zhang AI4TS 27 1 0 12 Oct 2023