4 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
A preliminary diagnostic is distill -- prefer activation-norm when output structure dominates, treat causal selectors as a hypothesis for content-dominated tasks -- and release masks, scores, predictions, and evaluation files for direct replay.
Quality-aware synthetic-data selection rests on a proxy: examples that an LLM judge rates as good should also help a downstream model learn. In a controlled replay in low-resource African-language classification, we show that this proxy breaks. Across four languages (Amharic, Hausa, Swahili, Yoruba), two classification...
LangSelect is introduced, a verification-aware router that selects the target language before generation and falls back when the first attempt fails, showing that output-language routing can define a practical cost-correctness frontier for unit-test-verifiable code generation.
A new composition rule materially changes what the merged model preserves, suppresses, and calibrates in what the merged model preserves, suppresses, and calibrates.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
