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…
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…
Adapting Small Language Models to Low-Resource Domains: A Case Study in Hindi Tourism QA
Sandipan Majhi, Paheli Bhattacharya
Domain-specific question answering in low-resource languages faces two key challenges: scarcity of annotated datasets and limited domain knowledge in general-purpose language model…
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…
MARRO: Multi-headed Attention for Rhetorical Role Labeling in Legal Documents
Purbid Bambroo, Subinay Adhikary, Paheli Bhattacharya +3
Identification of rhetorical roles like facts, arguments, and final judgments is central to understanding a legal case document and can lend power to other downstream tasks like le…
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…