Here's a curated list of essential NLP papers for researchers and enthusiasts:
🌟 Classic Models
- Transformer (2017) - The foundation of modern sequence modeling
- BERT (2018) - Bidirectional Encoder Representations from Transformers
- GPT (2018) - Generative Pre-trained Transformer
🔍 Cutting-Edge Research
- Large Model Training (2023) - Techniques for scaling up NLP models
- Multimodal Fusion (2022) - Integrating text and visual data
- Ethical NLP (2021) - Bias mitigation and fairness in language models
📚 Recommended Resources
- Explore NLP Tools for hands-on experimentation
- NLP Tutorial Series for beginners
- Research Paper Database for advanced filtering
For deeper insights, check out our NLP Knowledge Graph to visualize paper connections.