Search Results for author: Anupam Das

Found 4 papers, 0 papers with code

Benchmarking LLMs on the Semantic Overlap Summarization Task

no code implementations26 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.

Benchmarking Document Summarization +1

MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning

no code implementations13 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.

Depth Estimation Edge-computing +3

Proof complexity of positive branching programs

no code implementations12 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

A circular version of Gödel's T and its abstraction complexity

no code implementations28 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

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