Articles tagged
NLP
3 articles
TAPS: Why Your Draft Model's Training Data Matters More Than Its Architecture
TAPS shows draft training data drives speculative decoding: merged-tree verification of math and chat specialists hits 5.11 acceptance length, weight averaging 2.59.
AINLPLLM
Lost in Stories: How LLMs Lose the Thread in Long Narratives
ConStory-Bench measures consistency in 10,000-word stories: GPT-5-Reasoning leads with 0.113 errors per 10k words, and its checker finds 3.2x more bugs than experts.
AILLMNLP
ASkDAgger: How Artificial Intelligence Learns More Effectively by Asking Questions
ASkDAgger lets a robot flag an uncertain plan before acting; adaptive gating and foresight replay cut teacher queries and raise success on CLIPort and a real arm.
AIMachine LearningRobotics