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Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems


Apr 11, 2022
Vishal Sunder, Eric Fosler-Lussier, Samuel Thomas, Hong-Kwang J. Kuo, Brian Kingsbury

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* 5 pages, 2 figures 

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Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data


Apr 11, 2022
Vishal Sunder, Prashant Serai, Eric Fosler-Lussier

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* 5 pages, 3 figures 

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Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding


Apr 11, 2022
Vishal Sunder, Samuel Thomas, Hong-Kwang J. Kuo, Jatin Ganhotra, Brian Kingsbury, Eric Fosler-Lussier

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* 5 pages, 1 figure 

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Hallucination of speech recognition errors with sequence to sequence learning


Mar 31, 2021
Prashant Serai, Vishal Sunder, Eric Fosler-Lussier

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* Submitted to IEEE/ACM Transactions on Audio Speech and Language Processing 

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Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation


Oct 28, 2020
Vishal Sunder, Eric Fosler-Lussier

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* 5 pages, 4 figures, 3 tables 

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One-shot Information Extraction from Document Images using Neuro-Deductive Program Synthesis


Jun 06, 2019
Vishal Sunder, Ashwin Srinivasan, Lovekesh Vig, Gautam Shroff, Rohit Rahul

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* 11 pages, appears in the 13th International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI 2019 

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Prosocial or Selfish? Agents with different behaviors for Contract Negotiation using Reinforcement Learning


Sep 19, 2018
Vishal Sunder, Lovekesh Vig, Arnab Chatterjee, Gautam Shroff

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* Proceedings of the 11th International Workshop on Automated Negotiations (held in conjunction with IJCAI 2018) 

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CIKM AnalytiCup 2017 Lazada Product Title Quality Challenge An Ensemble of Deep and Shallow Learning to predict the Quality of Product Titles


Apr 01, 2018
Karamjit Singh, Vishal Sunder

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