Reading Notes of ACM: Agentic Context Management for Long Horizon Tasks I like the idea of insertion / deletion decisions of context management by on policy distillation, but there should be more analysis here. Also, the comparison is not fair. The compute is not saved. T 2026-09-01 Reading Notes > NLP > LLM Agents #Reading Notes #NLP #LLM Agents
Reading Notes of ACON: Optimizing Context Compression for Long-horizon LLM Agents I like the story of this paper to optimize cost, but it spends a long time introducing cost optimization objective while it actually uses iterative prompt engineering, which seems to be totally irrele 2026-09-01 Reading Notes > NLP > LLM Agents #Reading Notes #NLP #LLM Agents
Blackjack 数学推导 去拉斯维加斯接触到这个东西, 查了下数学还挺有意思的 (没那么难也没那么简单那种), 一开始凭借直觉输了 70 USD, 于是回头推导了一下. 截图来自: 247blackjack.com. 2026-08-29 Maths > Probability #Probability
Reading Notes of How does GPT Obtain its Ability? Tracing Emergent Abilities of Language Models to their Sources Reading notes of Yao’s notes of How does GPT Obtain its Ability? Tracing Emergent Abilities of Language Models to their Sources (notion.site). 2023-02-19 Reading Notes > NLP > ChatGPT #Reading Notes #NLP #ChatGPT
Huggingface parallel training for solving the CUDA out of memory issue Document a workable solution for the annoying CUDA Out Of Memory (OOM) 2023-02-12 Tech Essays #Tech Essays
Introduction to How Learning Works: 7 Research-Based Principles for Smart Teaching What is this book about? What is learning? What are the 7 principles of smart teaching? What questions should you ask when learning each principle? How is each chapter organized? 2023-01-27 Reading Notes > Books > How Learning Works #Reading Notes #Books #How Learning Works
Could you give me a hint? Generating inference graphs for defeasible reasoning Keywords: Inference Graphs, Transfer Learning, Defeasible Reasoning, Human Aiding. 2023-01-24 Reading Notes > NLP > Causal Reasoning #Reading Notes #NLP #Causal Reasoning
EPFL MSCS First Semester Experience (in Chinese) 每一次相遇都是缘分, 把手上的牌打到极致! 2022-12-30 Essays #Computer Science #Master Application #Diary