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Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning


Oct 26, 2022
Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur

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* To appear in EMNLP 2022. Code is available at https://github.com/ychen-stat-ml/kernel-adapters 

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Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention


May 07, 2022
Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur

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Zero-Shot Controlled Generation with Encoder-Decoder Transformers


Jun 15, 2021
Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür

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Correcting Automated and Manual Speech Transcription Errors using Warped Language Models


Mar 26, 2021
Mahdi Namazifar, John Malik, Li Erran Li, Gokhan Tur, Dilek Hakkani Tür

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* Submitted to INTERSPEECH 

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Language Model is All You Need: Natural Language Understanding as Question Answering


Nov 05, 2020
Mahdi Namazifar, Alexandros Papangelis, Gokhan Tur, Dilek Hakkani-Tür

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Warped Language Models for Noise Robust Language Understanding


Nov 03, 2020
Mahdi Namazifar, Gokhan Tur, Dilek Hakkani Tür

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* To appear at IEEE SLT 2021 

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Joint Contextual Modeling for ASR Correction and Language Understanding


Jan 28, 2020
Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gokhan Tur

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* Accepted at IEEE ICASSP 2020 

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Exploration Based Language Learning for Text-Based Games


Jan 24, 2020
Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gokhan Tur

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* Under Review 

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Plato Dialogue System: A Flexible Conversational AI Research Platform


Jan 17, 2020
Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, Gokhan Tur

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