Ashish R. Mittal

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 26

Top Topics

Natural Language

Business Intelligence

Semantic Parsing

Top Venues

Proc. VLDB Endow.

Publications

Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi
In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations. ICLR (2023)
Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries. EMNLP (2023)
Vinit S. Unni, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi
Improving RNN-Transducers with Acoustic LookAhead. INTERSPEECH (2023)
Vinit S. Unni, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi
Improving RNN-Transducers with Acoustic LookAhead. CoRR (2023)
Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. CoRR (2022)
Vinit Unni, Shreya Khare, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj
Adaptive Discounting of Implicit Language Models in RNN-Transducers. CoRR (2022)
Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. EMNLP (Findings) (2022)
Vinit Unni, Shreya Khare, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj
Adaptive Discounting of Implicit Language Models in RNN-Transducers. ICASSP (2022)
Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan
Bootstrapping Chatbot Interfaces to Databases. COMAD/CODS (2021)
Shreya Khare, Ashish R. Mittal, Anuj Diwan, Sunita Sarawagi, Preethi Jyothi, Samarth Bharadwaj
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration. Interspeech (2021)
Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan
Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users. COMAD/CODS (2021)
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
Multilingual and code-switching ASR challenges for low resource Indian languages. CoRR (2021)
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
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages. Interspeech (2021)
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
Representation based meta-learning for few-shot spoken intent recognition. CoRR (2021)
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition. INTERSPEECH (2020)
Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
ATHENA++: Natural Language Querying for Complex Nested SQL Queries. Proc. VLDB Endow. 13 (11) (2020)
Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan
Natural Language Querying of Complex Business Intelligence Queries. SIGMOD Conference (2019)
Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
Unified Semantic Parsing with Weak Supervision. ACL (1) (2019)
Priyanka Agrawal, Parag Jain, Ayushi Dalmia, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
Unified Semantic Parsing with Weak Supervision. CoRR (2019)
Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems. IJCAI (2018)
Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
An Ontology based Dialog Interface to Database. SIGMOD Conference (2018)
Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan
Tooling Framework for Instantiating Natural Language Querying System. Proc. VLDB Endow. 11 (12) (2018)
Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
Ontology-Based Natural Language Query Interfaces for Data Exploration. IEEE Data Eng. Bull. 41 (3) (2018)
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
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10 (12) (2017)
Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan
ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores. Proc. VLDB Endow. 9 (12) (2016)
Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi
Numerical Relation Extraction with Minimal Supervision. AAAI (2016)