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:
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆104Updated 3 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Updated 3 years ago
- [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
- ☆54Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 3 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- ☆55Updated last year
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆51Updated 3 years ago
- Retrieval as Attention☆82Updated 3 years ago
- ☆88Updated 3 years ago
- Data Valuation on In-Context Examples (ACL23)☆24Updated last year
- Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…☆28Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆30Updated last year
- Progressive Prompts: Continual Learning for Language Models☆99Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆83Updated last year
- ☆41Updated 2 years ago
- ☆88Updated 2 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆109Updated 2 years ago
- Code for paper 'Data-Efficient FineTuning'☆28Updated 2 years ago
- ☆177Updated last year
- ☆157Updated 4 years ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆64Updated 2 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Updated 2 years ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆23Updated last year
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆113Updated 3 years ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆53Updated last year