Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data. - Ayush Maheshwari; Vishwajeet Kumar; Ganesh Ramakrishnan; J. Saketha Nath (NAACL-HLT (Demonstrations), 2018)

Representation Learning on Graphs by Integrating Content and Structure Information. - Ayush Maheshwari; Ayush Goyal; Amit Kumar; Manjesh Kumar Hanawal; Ganesh Ramakrishnan (COMSNETS, 2019)

OCR On-the-Go: Robust End-to-End Systems for Reading License Plates & Street Signs. - Rohit Saluja; Ayush Maheshwari; Ganesh Ramakrishnan; Parag Chaudhuri; Mark J. Carman (ICDAR, 2019)

Tale of tails using rule augmented sequence labeling for event extraction. - Hrishikesh Patel; Nandan Rathod; Ayush Maheshwari; Ritesh Kumar; Ganesh Ramakrishnan; Pushpak Bhattacharyya (CoRR, 2019)

Data Programming using Semi-Supervision and Subset Selection. - Ayush Maheshwari; Oishik Chatterjee; KrishnaTeja Killamsetty; Rishabh K. Iyer; Ganesh Ramakrishnan (CoRR, 2020)

Semi-Supervised Data Programming with Subset Selection. - Ayush Maheshwari; Oishik Chatterjee; KrishnaTeja Killamsetty; Ganesh Ramakrishnan; Rishabh K. Iyer (ACL/IJCNLP (Findings), 2021)

Rule Augmented Unsupervised Constituency Parsing. - Atul Sahay; Anshul Nasery; Ayush Maheshwari; Ganesh Ramakrishnan; Rishabh K. Iyer (ACL/IJCNLP (Findings), 2021)

Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification. - Soumya Chatterjee 002; Ayush Maheshwari; Ganesh Ramakrishnan; Saketha Nath Jagarlapudi (EACL, 2021)

Unsupervised Learning of Explainable Parse Trees for Improved Generalisation. - Atul Sahay; Ayush Maheshwari; Ritesh Kumar; Ganesh Ramakrishnan; Manjesh Kumar Hanawal; Kavi Arya (IJCNN, 2021)

Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. - Ayush Maheshwari; KrishnaTeja Killamsetty; Ganesh Ramakrishnan; Rishabh K. Iyer; Marina Danilevsky; Lucian Popa 001 (ACL (Findings), 2022)

SPEAR : Semi-supervised Data Programming in Python. - Guttu Sai Abhishek; Harshad Ingole; Parth Laturia; Vineeth Dorna; Ayush Maheshwari; Ganesh Ramakrishnan; Rishabh K. Iyer (EMNLP (Demos), 2022)

A Benchmark and Dataset for Post-OCR text correction in Sanskrit. - Ayush Maheshwari; Nikhil Singh 009; Amrith Krishna; Ganesh Ramakrishnan (EMNLP (Findings), 2022)

Error Correction in ASR using Sequence-to-Sequence Models. - Samrat Dutta; Shreyansh Jain; Ayush Maheshwari; Ganesh Ramakrishnan; Preethi Jyothi (CoRR, 2022)

UDAAN - Machine Learning based Post-Editing tool for Document Translation. - Ayush Maheshwari; Ajay Ravindran; Venkatapathy Subramanian; Akshay Jalan; Ganesh Ramakrishnan (CoRR, 2022)

DICTDIS: Dictionary Constrained Disambiguation for Improved NMT. - Ayush Maheshwari; Piyush Sharma; Preethi Jyothi; Ganesh Ramakrishnan (CoRR, 2022)

Adaptive Mixing of Auxiliary Losses in Supervised Learning. - Durga Sivasubramanian; Ayush Maheshwari; Prathosh AP; Pradeep Shenoy; Ganesh Ramakrishnan (AAAI, 2023)

UDAAN - Machine Learning based Post-Editing tool for Document Translation. - Ayush Maheshwari; Ajay Ravindran; Venkatapathy Subramanian; Ganesh Ramakrishnan (COMAD/CODS, 2023)

Data Efficient Machine Learning for Educational Content Creation. - Ganesh Ramakrishnan; Ayush Maheshwari (EDM, 2023)

Eigen: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images. - Abhishek Singh; Venkatapathy Subramanian; Ayush Maheshwari; Pradeep Narayan; Devi Prasad Shetty; Ganesh Ramakrishnan (ML4H@NeurIPS, 2023)

Sāmayik: A Benchmark and Dataset for English-Sanskrit Translation. - Ayush Maheshwari; Ashim Gupta; Amrith Krishna; Ganesh Ramakrishnan; G. Anil Kumar; Jitin Singla (CoRR, 2023)

Samayik: A Benchmark and Dataset for English-Sanskrit Translation. - Ayush Maheshwari; Ashim Gupta; Amrith Krishna; Atul Kumar Singh; Ganesh Ramakrishnan; Anil Kumar Gourishetty; Jitin Singla (LREC/COLING, 2024)

FAIR: Filtering of Automatically Induced Rules. - Divya Jyoti Bajpai; Ayush Maheshwari; Manjesh Kumar Hanawal; Ganesh Ramakrishnan (EACL (1), 2024)

DictDis: Dictionary Constrained Disambiguation for Improved NMT. - Ayush Maheshwari; Preethi Jyothi; Ganesh Ramakrishnan (EMNLP (Findings), 2024)

LexGen: Domain-aware Multilingual Lexicon Generation. - Karthika NJ; Ayush Maheshwari; Atul Kumar Singh; Preethi Jyothi; Ganesh Ramakrishnan; Krishnakant Bhatt (CoRR, 2024)

Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study. - Aniruddha Roy; Pretam Ray; Ayush Maheshwari; Sudeshna Sarkar; Pawan Goyal 002 (CoRR, 2024)

LexGen: Domain-aware Multilingual Lexicon Generation. - Ayush Maheshwari; Atul Kumar Singh; N. J. Karthika; Krishnakant Bhatt; Preethi Jyothi; Ganesh Ramakrishnan (ACL (1), 2025)

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification. - Yaswanth M; Vaibhav Singh; Ayush Maheshwari; Amrith Krishna; Ganesh Ramakrishnan (NAACL (Findings), 2025)

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification. - Yashwanth M.; Vaibhav Singh; Ayush Maheshwari; Amrith Krishna; Ganesh Ramakrishnan (CoRR, 2025)