2 papers
cs.CL2025
ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation
Seungmin Shin, Dooyoung Kim, Youngjoong Ko
Controllable Dialogue Generation (CDG) enables chatbots to generate responses with desired attributes, and weighted decoding methods have achieved significant success in the CDG ta…
cs.CL2025
DAPI: Domain Adaptive Toxicity Probe Vector Intervention for Fine-Grained Detoxification
Cho Hyeonsu, Dooyoung Kim, Youngjoong Ko
There have been attempts to utilize linear probe for detoxification, with existing studies relying on a single toxicity probe vector to reduce toxicity. However, toxicity can be fi…