3 papers
cs.CL2026
Big Reasoning with Small Models: Instruction Retrieval at Inference Time
Kenan Alkiek, David Jurgens, Vinod Vydiswaran
Small language models (SLMs) enable low-cost, private, on-device inference, but they often fail on problems that require specialized domain knowledge or multi-step reasoning. Exist…
cs.HC2025
Position: Towards Bidirectional Human-AI Alignment
Hua Shen, Tiffany Knearem, Reshmi Ghosh +21
Recent advances in general-purpose AI underscore the urgent need to align AI systems with human goals and values. Yet, the lack of a clear, shared understanding of what constitutes…
cs.CL2025
Neurobiber: Fast and Interpretable Stylistic Feature Extraction
Kenan Alkiek, Anna Wegmann, Jian Zhu +1
Linguistic style is pivotal for understanding how texts convey meaning and fulfill communicative purposes, yet extracting detailed stylistic features at scale remains challenging.…