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UDAAN - Machine Learning based Post-Editing tool for Document Translation



Ayush Maheshwari , Ajay Ravindran , Venkatapathy Subramanian , Akshay Jalan , Ganesh Ramakrishnan

* system demonstration paper 

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Error Correction in ASR using Sequence-to-Sequence Models



Samrat Dutta , Shreyansh Jain , Ayush Maheshwari , Ganesh Ramakrishnan , Preethi Jyothi


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Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming



Ayush Maheshwari , Krishnateja Killamsetty , Ganesh Ramakrishnan , Rishabh Iyer , Marina Danilevsky , Lucian Popa


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SPEAR : Semi-supervised Data Programming in Python



Guttu Sai Abhishek , Harshad Ingole , Parth Laturia , Vineeth Dorna , Ayush Maheshwari , Ganesh Ramakrishnan , Rishabh Iyer

* open source data-programming python package 

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Rule Augmented Unsupervised Constituency Parsing



Atul Sahay , Anshul Nasery , Ayush Maheshwari , Ganesh Ramakrishnan , Rishabh Iyer

* Accepted at Findings of ACL 2021. 10 Pages, 5 Tables, 2 Figures 

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Unsupervised Learning of Explainable Parse Trees for Improved Generalisation



Atul Sahay , Ayush Maheshwari , Ritesh Kumar , Ganesh Ramakrishnan , Manjesh Kumar Hanawal , Kavi Arya

* 8 Pages, 5 Tables, 4 Figures. To appear at IJCNN 2021 

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Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification



Soumya Chatterjee , Ayush Maheshwari , Ganesh Ramakrishnan , Saketha Nath Jagaralpudi

* 10 pages, 2 figures. To appear at EACL 2021 

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Data Programming using Semi-Supervision and Subset Selection



Ayush Maheshwari , Oishik Chatterjee , KrishnaTeja Killamsetty , Rishabh Iyer , Ganesh Ramakrishnan

* 11 pages, 2 figures, 13 tables 

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Tale of tails using rule augmented sequence labeling for event extraction



Hrishikesh Patel , Nandan Rathod , Ayush Maheshwari , Ritesh Kumar , Ganesh Ramakrishnan , Pushpak Bhattacharyya

* 9 pages, 4 figures, 6 tables 

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