1 code implementation • 7 May 2024 • Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
In contrast to existing domain adaptation approaches in summarization, MEDVOC treats vocabulary as an optimizable parameter and optimizes the PLM vocabulary based on fragment score conditioned only on the downstream task's reference summaries.
no code implementations • 5 Sep 2022 • Utkarsh Patel, Animesh Mukherjee, Mainack Mondal
Today, participating in discussions on online forums is extremely commonplace and these discussions have started rendering a strong influence on the overall opinion of online users.
no code implementations • 28 May 2020 • Mohsen Minaei, S Chandra Mouli, Mainack Mondal, Bruno Ribeiro, Aniket Kate
Our mechanism injects decoy deletions, hence creating a two-player minmax game between an adversary that seeks to classify damaging content among the deleted posts and a challenger that employs decoy deletions to masquerade real damaging deletions.