Ashish R. Mittal

According to our database, Ashish R. Mittal authored at least 22 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Soft Random Sampling: A Theoretical and Empirical Analysis.

Xiaodong Cui, Ashish R. Mittal, Songtao Lu, Wei Zhang, George Saon, Brian Kingsbury

CoRR, 2023

Improving RNN-Transducers with Acoustic LookAhead.

Vinit S. Unni, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi

CoRR, 2023

In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations.

Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries.

Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Adaptive Discounting of Implicit Language Models in RNN-Transducers.

Vinit Unni, Shreya Khare, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj

Proceedings of the IEEE International Conference on Acoustics, 2022

Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training.

Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Multilingual and code-switching ASR challenges for low resource Indian languages.

Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham

CoRR, 2021

Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration.

Shreya Khare, Ashish R. Mittal, Anuj Diwan, Sunita Sarawagi, Preethi Jyothi, Samarth Bharadwaj

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages.

Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users.

Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Bootstrapping Chatbot Interfaces to Databases.

Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

ATHENA++: Natural Language Querying for Complex Nested SQL Queries.

Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2020

Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition.

Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury

Proceedings of the Interspeech 2020, 2020

2019

Natural Language Querying of Complex Business Intelligence Queries.

Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the 2019 International Conference on Management of Data, 2019

Unified Semantic Parsing with Weak Supervision.

Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Tooling Framework for Instantiating Natural Language Querying System.

Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2018

Ontology-Based Natural Language Query Interfaces for Data Exploration.

Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan

IEEE Data Eng. Bull., 2018

An Ontology based Dialog Interface to Database.

Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the 2018 International Conference on Management of Data, 2018

Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems.

Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.

Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu

Proc. VLDB Endow., 2017

2016

ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores.

Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan

Proc. VLDB Endow., 2016

Numerical Relation Extraction with Minimal Supervision.

Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016