Amrita Singh

Amrita Singh

PhD Student, School of Computer Science and Engineering

The University of New South Wales (UNSW)

Kensington, Sydney, Australia

Publications

LLMs for Law: Evaluating Legal-Specific LLMs on Contract Understanding
Amrita Singh*, H. Suhan Karaca*, Aditya Joshi, Hye-young Paik, Jiaojiao Jiang
Under Review
2025
A Survey of Classification Tasks and Approaches for Legal Contracts
Amrita Singh, Aditya Joshi, Jiaojiao Jiang, Hye-young Paik Springer AI Review
2025
A data decomposition-based hierarchical classification method for multi-label classification of contractual obligations for the purpose of their governance
Amrita Singh, Preethu Rose Anish, Aparna Verma, Sivanthy Venkatesan, Logamurugan V, Smita Ghaisas
Nature Scientific Reports
2024
Refining App Reviews: Dataset, Methodology, and Evaluation
Amrita Singh, Chirag Jain, Mohit Chaudhary, Preethu Rose Anish
EMNLP
2024
SOFTMENT: Detecting Mental Health and Wellbeing of Women in the Software Sector
Amrita Singh, Preethu Rose Anish, Smita Ghaisas
UbiComp
2024
A Transformer-based Approach for Abstractive Summarization of Requirements from Obligations in Software Engineering Contracts
Chirag Jain, Preethu Rose Anish, Amrita Singh, Smita Ghaisas
IEEE 31st International Requirements Engineering Conference (RE)
2023
Deep Learning based Systems for Crater Detection: A Review
Atal Tewari, K Prateek, Amrita Singh, Nitin Khanna
arXiv
2023