no code implementations • 26 Feb 2024 • John Salvador, Naman Bansal, Mousumi Akter, Souvika Sarkar, Anupam Das, Shubhra Kanti Karmaker
While recent advancements in Large Language Models (LLMs) have achieved superior performance in numerous summarization tasks, a benchmarking study of the SOS task using LLMs is yet to be performed.
no code implementations • 13 May 2023 • Md Adnan Arefeen, Zhouyu Li, Md Yusuf Sarwar Uddin, Anupam Das
To achieve this, we propose a channel squeeze-excitation based feature metamorphosis module, Cross-SEC, to achieve distinct attention of all tasks and a de-correlation loss function with differential-privacy to train a deep learning model that produces distinct privacy-aware features as an output for the respective tasks.
no code implementations • 12 Feb 2021 • Anupam Das, Avgerinos Delkos
Our proof method is inspired by a similar result for MLK by Atserias, Galesi and Pudl\'ak, that was recently improved to a bona fide polynomial simulation via works of Je\v{r}\'abek and Buss, Kabanets, Kolokolova and Kouck\'y.
Computational Complexity Logic in Computer Science Logic
no code implementations • 28 Dec 2020 • Anupam Das
Circular and non-wellfounded proofs have become an increasingly popular tool for metalogical treatments of systems with forms of induction and/or recursion.
Logic in Computer Science Logic