Deepak Gupta · PaperMetrix

Usability Determination Using Multistage Fuzzy System

2016 · Procedia Computer Science

The evaluation of software is important for enhancing the modification and improvement in a software development process. There are many factors to evaluate a software process. One of the factors is the Quality of software, …

IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network

2017 · International Joint Conference on Natural Language Processing

Analyzing customer feedback is the best way to channelize the data into new marketing strategies that benefit entrepreneurs as well as customers. Therefore an automated system which can analyze the customer behavior is in great …

Can Taxonomy Help? Improving Semantic Question Matching using Question\n Taxonomy

2021 · arXiv (Cornell University)

In this paper, we propose a hybrid technique for semantic question matching.\nIt uses our proposed two-layered taxonomy for English questions by augmenting\nstate-of-the-art deep learning models with question classes obtained from a\ndeep learning based question classifier. …

Algorithmic Rural Road Planning in India: Constrained Capacities and Choices in Public Sector

2022

The use of AI and other algorithms in resource-constrained public sector settings of the developing world face unique technical and social challenges. The organizational and institutional realities of the public sector such as legacy data/IT …

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

2023 · arXiv (Cornell University)

We present Generalized LoRA (GLoRA), an advanced approach for universal parameter-efficient fine-tuning tasks. Enhancing Low-Rank Adaptation (LoRA), GLoRA employs a generalized prompt module to optimize pre-trained model weights and adjust intermediate activations, providing more flexibility …

Unveiling Emotions in the Digital Arena: Sentiment Analysis of YouTube Comments on FIFA World Cup 2022

2023