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Complex Reading Comprehension Through Question Decomposition


Nov 07, 2022
Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari

* 10 pages, 1 figure, accepted at ALTA 2022 

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Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing


Oct 24, 2022
Hao Yang, Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi

* 8 pages, 3 figures 

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LAVA: Label-efficient Visual Learning and Adaptation


Oct 19, 2022
Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari

* Accepted in WACV2023 

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Towards Relation Extraction From Speech


Oct 17, 2022
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari

* Accepted by EMNLP 2022 

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RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise


Oct 16, 2022
Jinming Zhao, Hao Yang, Gholamreza Haffari, Ehsan Shareghi

* EMNLP 2022 Finding 

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Teaching Neural Module Networks to Do Arithmetic


Oct 06, 2022
Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari

* 9 pages including appendix, camera-ready version of COLING 2022 

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Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations


Sep 27, 2022
Vy Vo, Trung Le, Van Nguyen, He Zhao, Edwin Bonilla, Gholamreza Haffari, Dinh Phung


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An Additive Instance-Wise Approach to Multi-class Model Interpretation


Jul 07, 2022
Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung


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M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation


Jul 03, 2022
Jinming Zhao, Hao Yang, Ehsan Shareghi, Gholamreza Haffari

* Interspeech2022 

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Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation


Mar 15, 2022
Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari

* 11 pages 

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