awesome-refreshing-llms
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
https://github.com/hyintell/awesome-refreshing-llms
Last synced: 5 days ago
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📢 News
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📃 Papers
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Internet-enhanced
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💻 Resources
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Related Survey
- Augmented Language Models: a Survey
- The Life Cycle of Knowledge in Big Language Models: A Survey
- Interactive Natural Language Processing
- Editing Large Language Models: Problems, Methods, and Opportunities
- Tool Learning with Foundation Models
- Unifying Large Language Models and Knowledge Graphs: A Roadmap
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
- Large Language Models for Information Retrieval: A Survey
- A Review on Language Models as Knowledge Bases
- A Survey of Knowledge-enhanced Text Generation
- A Survey on Knowledge-Enhanced Pre-trained Language Models
- A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models
- Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
- Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
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Tools
- LangChain
- FastEdit
- PyContinual
- ChatGPT plugins - to-date information, run computations, or use third-party services.
- EasyEdit - to-use Knowledge Editing Framework for LLMs.
- Avalanche - to-End Library for Continual Learning based on PyTorch.
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Programming Languages
Categories
Sub Categories
Keywords
chatgpt
2
gpt
2
large-language-models
2
llama
2
pytorch
2
natural-language-processing
2
continual-learning
2
easyedit
1
baichuan
1
artificial-intelligence
1
transformer-architecture
1
transfer-learning
1
text-classification
1
knowledge-transfer
1
catastrophic-forgetting
1
capsule-network
1
attention-mechanism
1
transformers
1
llms
1
falcon
1
chatbots
1
bloom
1
training
1
strategies
1
metrics
1
lifelong-learning
1
library
1
framework
1
evaluation
1
deep-learning
1
continualai
1
benchmarks
1
unlearning
1
trustworthy-ai
1
tool
1
safeedit
1
open-source-project
1
model-editing
1
mmedit
1
mistral
1
llama2
1
knowlm
1
knowledge-editing
1
efficient
1