UIC-Liu-Lab / CPTLinks
[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning
☆45Updated 2 years ago
Alternatives and similar repositories for CPT
Users that are interested in CPT are comparing it to the libraries listed below
Sorting:
- [EMNLP 2022] Adapting a Language Model While Preserving its General Knowledge☆21Updated 2 years ago
- On Transferability of Prompt Tuning for Natural Language Processing☆100Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆105Updated 3 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 3 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Updated 3 years ago
- ☆54Updated 2 years ago
- Progressive Prompts: Continual Learning for Language Models☆98Updated 2 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆51Updated 3 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆83Updated last year
- ☆177Updated last year
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Updated 3 years ago
- ☆158Updated 4 years ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- domain adaptation in NLP☆54Updated 4 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆39Updated 3 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Updated 2 years ago
- Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.☆64Updated last year
- Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models☆143Updated 3 years ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Methods and evaluation for aligning language models temporally☆30Updated last year
- Code for "Small Models are Valuable Plug-ins for Large Language Models"☆132Updated 2 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- ☆64Updated 3 years ago
- ☆88Updated 3 years ago
- Released code for our ICLR23 paper.☆66Updated 2 years ago
- Retrieval as Attention☆82Updated 3 years ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Updated 2 years ago
- ☆55Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆103Updated 2 years ago