4 papers
SimPal: Towards a Meta-Conversational Framework to Understand Teacher's Instructional Goals for K-12 Physics
Effat Farhana, Souvika Sarkar, Ralph Knipper +4
Simulations are widely used to teach science in grade schools. These simulations are often augmented with a conversational artificial intelligence (AI) agent to provide real-time s…
LLMs as On-demand Customizable Service
Souvika Sarkar, Mohammad Fakhruddin Babar, Monowar Hasan +1
Large Language Models (LLMs) have demonstrated remarkable language understanding and generation capabilities. However, training, deploying, and accessing these models pose notable…
Zero-Shot Multi-Label Topic Inference with Sentence Encoders
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu
Sentence encoders have indeed been shown to achieve superior performances for many downstream text-mining tasks and, thus, claimed to be fairly general. Inspired by this, we perfor…
On Evaluation of Bangla Word Analogies
Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu
This paper presents a high-quality dataset for evaluating the quality of Bangla word embeddings, which is a fundamental task in the field of Natural Language Processing (NLP). Desp…