2 papers
cs.CL2022
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages
Lakshmi Sireesha Vakada, Anudeep Ch, Mounika Marreddy +2
Document summarization aims to create a precise and coherent summary of a text document. Many deep learning summarization models are developed mainly for English, often requiring a…
cs.CL2022
Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language
Mounika Marreddy, Subba Reddy Oota, Lakshmi Sireesha Vakada +2
Graph Convolutional Networks (GCN) have achieved state-of-art results on single text classification tasks like sentiment analysis, emotion detection, etc. However, the performance…