Search Results for author: Pooyan Amini

Found 2 papers, 1 papers with code

AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model

no code implementations10 Mar 2023 Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar

As large dialogue models become commonplace in practice, the problems surrounding high compute requirements for training, inference and larger memory footprint still persists.

Dialogue State Tracking

Robustness through Data Augmentation Loss Consistency

1 code implementation21 Oct 2021 Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

Our experiments show that DAIR consistently outperforms ERM and DA-ERM with little marginal computational cost and sets new state-of-the-art results in several benchmarks involving covariant data augmentation.

Multi-domain Dialogue State Tracking Visual Question Answering

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