Researcher profile
Nikita Balagansky
2 papers in the PaperMetrix corpus
Publications
Papers by this author
-
Classifiers are Better Experts for Controllable Text Generation
2022 · arXiv (Cornell University)
This paper proposes a simple method for controllable text generation based on weighting logits with a free-form classifier, namely CAIF sampling. Using an arbitrary text classifier, we adjust a small part of a language model's …
-
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
2025 · arXiv (Cornell University)
We introduce a new approach to systematically map features discovered by sparse autoencoder across consecutive layers of large language models, extending earlier work that examined inter-layer feature links. By using a data-free cosine similarity technique, …