Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions

1 code implementation • 20 Apr 2024 • Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly

In our annotated dataset, a substantial portion of GPT-4's incorrect responses is categorized as a "Reasonable response by GPT-4," by annotators.

GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning

1 code implementation • 29 Jul 2023 • Soumyadeep Roy, Jonas Wallat, Sowmya S Sundaram, Wolfgang Nejdl, Niloy Ganguly

Large-scale language models such as DNABert and LOGO aim to learn optimal gene representations and are trained on the entire Human Reference Genome.

Few-Shot Learning Language Modelling +1

Knowledge-Aware Neural Networks for Medical Forum Question Classification

1 code implementation • 27 Sep 2021 • Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly

Online medical forums have become a predominant platform for answering health-related information needs of consumers.

Classification

An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis and Recommendation

1 code implementation • 19 Nov 2020 • Soumyadeep Roy, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly

A consumer-dependent (business-to-consumer) organization tends to present itself as possessing a set of human qualities, which is termed as the brand personality of the company.

Marketing Sentence