Asish Joel Batha

Beyond Markovian Drifts: Action-Biased Geometric Walks with Memory for Personalized Summarization

Document summarization helps readers focus on the "content-of-interest", a *subjective* and *time-variant* quantity. Capturing this *dynamic subjectivity* requires modeling how user preferences evolve over time, thereby demanding *personalized summarization*. Recent news recommendation and summariza…