no code implementations • COLING 2020 • Manik Bhandari, Pranav Gour, Atabak Ashfaq, PengFei Liu
In text summarization, evaluating the efficacy of automatic metrics without human judgments has become recently popular.
1 code implementation • EMNLP 2020 • Manik Bhandari, Pranav Gour, Atabak Ashfaq, PengFei Liu, Graham Neubig
Automated evaluation metrics as a stand-in for manual evaluation are an essential part of the development of text-generation tasks such as text summarization.
1 code implementation • 24 Jan 2019 • Shikhar Vashishth, Prateek Yadav, Manik Bhandari, Partha Talukdar
Graph-based Semi-Supervised Learning (SSL) methods aim to address this problem by labeling a small subset of the nodes as seeds and then utilizing the graph structure to predict label scores for the rest of the nodes in the graph.
1 code implementation • ACL 2019 • Shikhar Vashishth, Manik Bhandari, Prateek Yadav, Piyush Rai, Chiranjib Bhattacharyya, Partha Talukdar
Word embeddings have been widely adopted across several NLP applications.