Contemplations on everything.
A project on Vietnamese legal NLP using PhoBERT to classify legal reference relations and test whether the model learns meaningful legal patterns rather than superficial phrasing.
A Realist reading of how China deploys AI for domestic control and international influence.
A small room for my notes on transformers, neural language models, and model evaluation.
Attention, sequence modeling, and why the transformer became such a decisive shift in modern NLP.
From one-hot vectors to embeddings, CBOW, and Skip-gram: a note on how representation learning changed NLP.
A note on benchmarks, overlap metrics, confidence, perplexity, and the limits of automatic scoring.
A note on syntactic parsing, from early rule-based systems to modern neural approaches and their implications for understanding language structure.
A writing piece on signaling, coordination, and digital authoritarianism through the contrast between Singapore and China.
An exploration of how signaling theory can be applied to understand state behavior in the context of AI development and deployment.