Real developer IDE traces differ substantially from LLM simulations in behavior and structure; current proactive assistants are unreliable on real traces, and simulated data cannot substitute for real data in training.
Qwen3 technical report
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it