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A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis



Ehsan Hosseini-Asl , Wenhao Liu , Caiming Xiong

* Accepted to Findings of NAACL 2022 

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Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models



Tianxing He , Bryan McCann , Caiming Xiong , Ehsan Hosseini-Asl

* EACL 2021 

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A Simple Language Model for Task-Oriented Dialogue



Ehsan Hosseini-Asl , Bryan McCann , Chien-Sheng Wu , Semih Yavuz , Richard Socher

* Version 2: Adding error analysis; 20 Pages, 1 figure, 18 tables 

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Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems



Chien-Sheng Wu , Andrea Madotto , Ehsan Hosseini-Asl , Caiming Xiong , Richard Socher , Pascale Fung

* The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) 

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Toward Scalable Neural Dialogue State Tracking Model



Elnaz Nouri , Ehsan Hosseini-Asl

* 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), 2nd Conversational AI workshop, Montr\'eal, Canada 

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Augmented Cyclic Adversarial Learning for Domain Adaptation



Ehsan Hosseini-Asl , Yingbo Zhou , Caiming Xiong , Richard Socher

* 13 pages, 3 figures, 7 tables 

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A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation



Ehsan Hosseini-Asl , Yingbo Zhou , Caiming Xiong , Richard Socher

* Accepted to Interspeech 2018 

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Structured Sparse Convolutional Autoencoder



Ehsan Hosseini-Asl

* The paper need some improvements 

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