3 papers
cs.LG2021
Assessing the Quality of the Datasets by Identifying Mislabeled Samples
Vaibhav Pulastya, Gaurav Nuti, Yash Kumar Atri +1
Due to the over-emphasize of the quantity of data, the data quality has often been overlooked. However, not all training data points contribute equally to learning. In particular,…
cs.LG2021
See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization
Yash Kumar Atri, Shraman Pramanick, Vikram Goyal +1
In recent years, abstractive text summarization with multimodal inputs has started drawing attention due to its ability to accumulate information from different source modalities a…
cs.CL2020
Corpora Evaluation and System Bias Detection in Multi-document Summarization
Alvin Dey, Tanya Chowdhury, Yash Kumar Atri +1
Multi-document summarization (MDS) is the task of reflecting key points from any set of documents into a concise text paragraph. In the past, it has been used to aggregate news, tw…