{"payload":{"pageCount":1,"repositories":[{"type":"Public","name":"ContinualLM","owner":"UIC-Liu-Lab","isFork":false,"description":"An Extensible Continual Learning Framework Focused on Language Models (LMs)","topicNames":["natural-language-processing","language-modeling","language-model","knowledge-transfer","continual-learning","catastrophic-forgetting","transformer-architecture","domain-adaptive-pretraining","transfer-learning"],"topicsNotShown":0,"allTopics":["natural-language-processing","language-modeling","language-model","knowledge-transfer","continual-learning","catastrophic-forgetting","transformer-architecture","domain-adaptive-pretraining","transfer-learning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":3,"starsCount":216,"forksCount":16,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-28T21:26:40.789Z"}},{"type":"Public","name":"SPG","owner":"UIC-Liu-Lab","isFork":false,"description":"[ICML 2023] Parameter-Level Soft-Masking for Continual Learning","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":15,"forksCount":3,"license":"Creative Commons Attribution Share Alike 4.0 International","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-13T21:59:14.583Z"}},{"type":"Public","name":"CPT","owner":"UIC-Liu-Lab","isFork":false,"description":"[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning","topicNames":["nlp","natural-language-processing","transformers","language-modeling","post-training","continual-learning","catastrophic-forgetting","few-shot-learning"],"topicsNotShown":0,"allTopics":["nlp","natural-language-processing","transformers","language-modeling","post-training","continual-learning","catastrophic-forgetting","few-shot-learning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":40,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-13T09:25:09.200Z"}},{"type":"Public","name":"DGA","owner":"UIC-Liu-Lab","isFork":false,"description":"[EMNLP 2022] Adapting a Language Model While Preserving its General Knowledge","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":19,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-12T21:47:24.066Z"}}],"repositoryCount":4,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}