Paper-study for AI

Deep Learning Model

1. End-to-End Memory Networks : [https://yeazzing.tistory.com/2]
2. Ettention is all you need : [https://zrr.kr/CMYW]
3. Improving language understanding with unsupervised learning : [https://zrr.kr/NafS]
4. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Application of LLM

5. Towards Large Language Models as Copilots for Theorem Proving in Lean : [https://yeazzing.tistory.com/44]
6. Time is Encoded in the Weights of Finetuned Language Models : [https://yeazzing.tistory.com/45]
7. HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science : [https://zrr.kr/wNwv]

Finance AI

8. An Overview of Machine Learning, Deep Learning, and Reinforcement Learning-Based Techniques in Quantitative Finance: Recent Progress and Challenges : [https://zrr.kr/QOh8]