6 papers
Read, Extract, Classify: A Tool for Smarter Requirements Engineering
Paheli Bhattacharya, Manojit Chakraborty, Santhosh Kumar Arumugam +1
This paper presents the ReXCL tool, which automates the extraction and classification processes in requirements engineering, enhancing the software development life-cycle. The tool…
An Evaluation of Context Length Extrapolation in Long Code via Positional Embeddings and Efficient Attention
Madhusudan Ghosh, Rishabh Gupta
The rapid advancement of large language models (LLMs) has led to a significant increase in automated tools in the software engineering, capable of performing various code-related t…
Cross-Task Benchmarking and Evaluation of General-Purpose and Code-Specific Large Language Models
Gunjan Das, Paheli Bhattacharya, Rishabh Gupta
Large Language Models (LLMs) have revolutionized both general natural language processing and domain-specific applications such as code synthesis, legal reasoning, and finance. How…
LLM Based Long Code Translation using Identifier Replacement
Manojit Chakraborty, Madhusudan Ghosh, Rishabh Gupta
In the domain of software development, LLMs have been utilized to automate tasks such as code translation, where source code from one programming language is translated to another…
ReXCL: A Tool for Requirement Document Extraction and Classification
Paheli Bhattacharya, Manojit Chakraborty, Santhosh Kumar Arumugam +1
This paper presents the ReXCL tool, which automates the extraction and classification processes in requirement engineering, enhancing the software development lifecycle. The tool f…
Selective Shot Learning for Code Explanation
Paheli Bhattacharya, Rishabh Gupta
Code explanation plays a crucial role in the software engineering domain, aiding developers in grasping code functionality efficiently. Recent work shows that the performance of LL…