1 code implementation • 25 Feb 2024 • Somnath Banerjee, Avik Dutta, Aaditya Agrawal, Rima Hazra, Animesh Mukherjee
With the AI revolution in place, the trend for building automated systems to support professionals in different domains such as the open source software systems, healthcare systems, banking systems, transportation systems and many others have become increasingly prominent.
1 code implementation • 23 Feb 2024 • Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee
We query a series of LLMs -- Llama-2-13b, Llama-2-7b, Mistral-V2 and Mistral 8X7B -- and ask them to generate both text and instruction-centric responses.
no code implementations • 23 Jan 2024 • Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee
In the continuously advancing AI landscape, crafting context-rich and meaningful responses via Large Language Models (LLMs) is essential.
1 code implementation • 19 Jan 2024 • Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
In the rapidly advancing field of artificial intelligence, the concept of Red-Teaming or Jailbreaking large language models (LLMs) has emerged as a crucial area of study.
no code implementations • 9 Dec 2023 • Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra
In this paper, we delve into the advancement of domain-specific Large Language Models (LLMs) with a focus on their application in software development.
no code implementations • 19 Sep 2023 • Rima Hazra, Mayank Singh, Pawan Goyal, Bibhas Adhikari, Animesh Mukherjee
Interdisciplinarity has over the recent years have gained tremendous importance and has become one of the key ways of doing cutting edge research.
no code implementations • 12 Sep 2023 • Rima Hazra, Agnik Saha, Somnath Banerjee, Animesh Mukherjee
Community Question Answering (CQA) platforms steadily gain popularity as they provide users with fast responses to their queries.
no code implementations • 10 Sep 2023 • Rima Hazra, Debanjan Saha, Amruit Sahoo, Somnath Banerjee, Animesh Mukherjee
To facilitate the task of the moderators, in this work, we have tackled two significant issues for the askubuntu CQA platform: (1) retrieval of duplicate questions given a new question and (2) duplicate question confirmation time prediction.
Community Question Answering Duplicate-Question Retrieval +1
no code implementations • 1 Jul 2022 • Rima Hazra, Arpit Dwivedi, Animesh Mukherjee
Repositories of large software systems have become commonplace.
no code implementations • 21 Jan 2021 • Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
This "social network of code" is rarely studied by social network researchers.