Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context

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.

Answer Generation Community Question Answering +2

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem

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.

Link Prediction named-entity-recognition +4

Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities

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