1 citations · 4 across the 10 of their papers we have counts for
10 papers
TeamUp: Semantic Project Matching and Team Formation for Learning at Scale
Dhruv Gulwani, Basem Suleiman, Aditya Joshi +1
Project-based learning improves student engagement and learning outcomes, yet allocating students to appropriately challenging projects while forming cognitively diverse teams rema…
Analysing Personal Attacks in U.S. Presidential Debates
Ruban Goyal, Rohitash Chandra, Sonit Singh
Personal attacks have become a notable feature of U.S. presidential debates and play an important role in shaping public perception during elections. Detecting such attacks can imp…
Automated Analysis of Learning Outcomes and Exam Questions Based on Bloom's Taxonomy
Ramya Kumar, Dhruv Gulwani, Sonit Singh
This paper explores the automatic classification of exam questions and learning outcomes according to Bloom's Taxonomy. A small dataset of 600 sentences labeled with six cognitive…
Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLM
Neo Wang, Sonit Singh
The course forums are increasingly significant and play vital role in facilitating student discussions and answering their questions related to the course. It provides a platform f…
Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests
Rahul Soni, Basem Suleiman, Sonit Singh
This paper aims to address the challenge of selecting relevant courses for students by proposing the design and development of a course recommendation system. The course recommenda…
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models
Sammriddh Gupta, Sonit Singh, Aditya Joshi +1
Language educators strive to create a rich experience for learners, while they may be restricted in the extend of feedback and practice they can provide. We present the design and…
Designing a Robust Radiology Report Generation System
Sonit Singh
Recent advances in deep learning have enabled researchers to explore tasks at the intersection of computer vision and natural language processing, such as image captioning, visual…
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers
Sonit Singh
Recent developments in the field of Natural Language Processing, especially language models such as the transformer have brought state-of-the-art results in language understanding…
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays
Sonit Singh
The novel coronavirus (COVID-19), a highly infectious respiratory disease caused by the SARS-CoV-2 has emerged as an unprecedented healthcare crisis. The pandemic had a devastating…
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture
Sonit Singh
Medical imaging has been used for diagnosis of various conditions, making it one of the most powerful resources for effective patient care. Due to widespread availability, low cost…