A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity. - Andrew Lee 001; Xiaoyan Bai; Itamar Pres; Martin Wattenberg; Jonathan K. Kummerfeld; Rada Mihalcea (ICML, 2024)

Towards Reliable Evaluation of Behavior Steering Interventions in LLMs. - Itamar Pres; Laura Ruis; Ekdeep Singh Lubana; David Krueger 001 (CoRR, 2024)

Competition Dynamics Shape Algorithmic Phases of In-Context Learning. - Core Francisco Park; Ekdeep Singh Lubana; Itamar Pres; Hidenori Tanaka (CoRR, 2024)