arazd / ProgressivePrompts
Progressive Prompts: Continual Learning for Language Models
☆92Updated last year
Alternatives and similar repositories for ProgressivePrompts:
Users that are interested in ProgressivePrompts are comparing it to the libraries listed below
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆66Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆87Updated last year
- ☆127Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆27Updated 11 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆97Updated 2 years ago
- [EMNLP 2022] Continual Training of Language Models for Few-Shot Learning☆45Updated 2 years ago
- PASTA: Post-hoc Attention Steering for LLMs☆113Updated 3 months ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Learning adapter weights from task descriptions☆16Updated last year
- ☆65Updated 3 years ago
- ☆52Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆73Updated 2 months ago
- ☆85Updated 2 years ago
- ☆167Updated last year
- ☆152Updated 3 years ago
- ☆44Updated 6 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆48Updated 10 months ago
- ☆78Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 2 years ago
- ☆32Updated last year
- Residual Prompt Tuning: a method for faster and better prompt tuning.☆53Updated last year
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Updated 3 years ago
- ☆31Updated last year
- Data Valuation on In-Context Examples (ACL23)☆23Updated 2 months ago
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆38Updated 2 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆75Updated last year
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆109Updated last year