- Tutorial for Inference-Time Compute
- By “Alignment”, what are we aligning LLMs to?
- (NAACL 2024) Self-Reflection/Self-Correct May Not Work
- Tutorial for Mechanistic Interpretability (RASP)
- Distributed Training and Inference in Academia Environment (co-teach w/ Marziyeh Movahedi at TTIC seminar)
- External Tools + LLM (WebGPT, Toolformer)
- GPT-4 TechReport 100-Page Walkthrough
- Emergent Ability of LLM
- Unified View of Pattern Efficient Tuning
- Open-Retrieval QA Pretraining: Explained (co-teach w/ Zhengping Jiang at Columbia and IBM)
- Tutorial on Certified Robustness in NLP