Ashish R. Mittal

39 papers A* 5A 6C 1Misc 1Journal 17Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Multi-Expert Projectors with Stabilized Routing for Multilingual Speech Recognition. CoRR Isha Pandey, Ashish R. Mittal, Vartul Bahuguna, Ganesh Ramakrishnan
2026	J	`jnl`	Lost in Transcription: How Speech-to-Text Errors Derail Code Understanding. CoRR Jayant Havare, Ashish R. Mittal, Srikanth Tamilselvam, Ganesh Ramakrishnan
2025	J	`jnl`	CodeVaani: A Multilingual, Voice-Based Code Learning Assistant. CoRR Jayant Havare, Srikanth Tamilselvam, Ashish R. Mittal, Shalaka Thorat, Soham Jadia, Varsha Apte, Ganesh Ramakrishnan
2025	C	`conf`	Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities. ASRU George Saon, Avihu Dekel, Alexander Brooks, Tohru Nagano, Abraham Daniels, Aharon Satt, Ashish R. Mittal, Brian Kingsbury, David Haws, Edmilson Da Silva Morais, Gakuto Kurata, Hagai Aronowitz, Ibrahim Ibrahim, Hong-Kwang Kuo, Kate Soule, Luis A. Lastras, Masayuki Suzuki, Ron Hoory, Samuel Thomas, Sashi Novitasari, Takashi Fukuda, Vishal Sunder, Xiaodong Cui, Zvi Kons
2025	—	`conf`	INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages. NAACL (Findings) Abhishek Kumar Singh, Vishwajeet Kumar, Rudra Murthy, Jaydeep Sen, Ashish R. Mittal, Ganesh Ramakrishnan
2025	J	`jnl`	Mathematics Isn't Culture-Free: Probing Cultural Gaps via Entity and Scenario Perturbations. CoRR Aditya Tomar, Nihar Ranjan Sahoo, Ashish R. Mittal, Rudra Murthy, Pushpak Bhattacharyya
2025	A*	`conf`	Power doesn't reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data. EMNLP Pavan Sai Balaga, Nagasamudram Karthik, Challa Vishwanath, Raksha Sharma, Rudra Murthy, Ashish R. Mittal
2025	—	`conf`	RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting. EMNLP (Findings) Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi
2025	A	`conf`	Skip-Salsa: Skip Synchronous Fusion of ASR LLM Decoders. INTERSPEECH Ashish R. Mittal, Darshan Prabhu, Sunita Sarawagi, Preethi Jyothi
2024	A	`conf`	SALSA: Speedy ASR-LLM Synchronous Aggregation. INTERSPEECH Ashish R. Mittal, Darshan Prabhu, Sunita Sarawagi, Preethi Jyothi
2024	J	`jnl`	SALSA: Speedy ASR-LLM Synchronous Aggregation. CoRR Ashish R. Mittal, Darshan Prabhu, Sunita Sarawagi, Preethi Jyothi
2024	—	`conf`	Towards understanding and mitigating the hallucinations in NLP and Speech. COMAD/CODS Ashish R. Mittal, Rudra Murthy, Vishwajeet Kumar, Riyaz A. Bhat
2023	A	`conf`	Improving RNN-Transducers with Acoustic LookAhead. INTERSPEECH Vinit S. Unni, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi
2023	J	`jnl`	Improving RNN-Transducers with Acoustic LookAhead. CoRR Vinit S. Unni, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi
2023	A*	`conf`	In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations. ICLR Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi
2023	J	`jnl`	Soft Random Sampling: A Theoretical and Empirical Analysis. CoRR Xiaodong Cui, Ashish R. Mittal, Songtao Lu, Wei Zhang, George Saon, Brian Kingsbury
2023	A*	`conf`	Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries. EMNLP Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata
2022	Misc	`conf`	Adaptive Discounting of Implicit Language Models in RNN-Transducers. ICASSP Vinit Unni, Shreya Khare, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj
2022	J	`jnl`	Adaptive Discounting of Implicit Language Models in RNN-Transducers. CoRR Vinit Unni, Shreya Khare, Ashish R. Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj
2022	—	`conf`	Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. EMNLP (Findings) Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
2022	J	`jnl`	Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. CoRR Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan
2021	—	`conf`	Bootstrapping Chatbot Interfaces to Databases. COMAD/CODS Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan
2021	A	`conf`	Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration. Interspeech Shreya Khare, Ashish R. Mittal, Anuj Diwan, Sunita Sarawagi, Preethi Jyothi, Samarth Bharadwaj
2021	A	`conf`	MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages. Interspeech 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
2021	J	`jnl`	Multilingual and code-switching ASR challenges for low resource Indian languages. CoRR 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
2021	—	`conf`	Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users. COMAD/CODS Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan
2021	J	`jnl`	Representation based meta-learning for few-shot spoken intent recognition. CoRR Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
2020	J	`jnl`	ATHENA++: Natural Language Querying for Complex Nested SQL Queries. Proc. VLDB Endow. Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
2020	A	`conf`	Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition. INTERSPEECH Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
2019	—	`conf`	Natural Language Querying of Complex Business Intelligence Queries. SIGMOD Conference Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan
2019	—	`conf`	Unified Semantic Parsing with Weak Supervision. ACL (1) Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
2019	J	`jnl`	Unified Semantic Parsing with Weak Supervision. CoRR Priyanka Agrawal, Parag Jain, Ayushi Dalmia, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
2018	—	`conf`	An Ontology based Dialog Interface to Database. SIGMOD Conference Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
2018	A*	`conf`	Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems. IJCAI Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
2018	J	`jnl`	Ontology-Based Natural Language Query Interfaces for Data Exploration. IEEE Data Eng. Bull. Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
2018	J	`jnl`	Tooling Framework for Instantiating Natural Language Querying System. Proc. VLDB Endow. Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan
2017	J	`jnl`	Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 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
2016	J	`jnl`	ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores. Proc. VLDB Endow. Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan
2016	A*	`conf`	Numerical Relation Extraction with Minimal Supervision. AAAI Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi