9 citations · 26 across the 14 of their papers we have counts for
5 papers · 1 filter
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models
Aidin Shiri, Kaushik Roy, Amit Sheth +1
Fine-tuning pre-trained foundational language models (FLM) for specific tasks is often impractical, especially for resource-constrained devices. This necessitates the development o…
Hi Model, generating 'nice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation Metric
Abhisek Tiwari, Muhammed Sinan, Kaushik Roy +3
Over the past two decades, dialogue modeling has made significant strides, moving from simple rule-based responses to personalized and persuasive response generation. However, desp…
BERMo: What can BERT learn from ELMo?
Sangamesh Kodge, Kaushik Roy
We propose BERMo, an architectural modification to BERT, which makes predictions based on a hierarchy of surface, syntactic and semantic language features. We use linear combinatio…
NLP is Not enough -- Contextualization of User Input in Chatbots
Nathan Dolbir, Triyasha Dastidar, Kaushik Roy
AI chatbots have made vast strides in technology improvement in recent years and are already operational in many industries. Advanced Natural Language Processing techniques, based…
"Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited Supervision
Kaushik Roy, Usha Lokala, Vedant Khandelwal +1
With strong marketing advocacy of the benefits of cannabis use for improved mental health, cannabis legalization is a priority among legislators. However, preliminary scientific re…