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Boxing Chen

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An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning

Mar 13, 2024
Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk

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QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning

Feb 16, 2024
Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

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On the importance of Data Scale in Pretraining Arabic Language Models

Jan 15, 2024
Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Boxing Chen

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NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation

Dec 18, 2023
Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

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Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models

Dec 15, 2023
Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia

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Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)

Sep 16, 2023
Parsa Kavehzadeh, Mojtaba Valipour, Marzieh Tahaei, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

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SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks

Sep 01, 2023
Mojtaba Valipour, Mehdi Rezagholizadeh, Hossein Rajabzadeh, Marzieh Tahaei, Boxing Chen, Ali Ghodsi

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On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications

May 23, 2023
Vamsikrishna Chemudupati, Marzieh Tahaei, Heitor Guimaraes, Arthur Pimentel, Anderson Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago Falk

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One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization

Mar 28, 2023
Deze Wang, Boxing Chen, Shanshan Li, Wei Luo, Shaoliang Peng, Wei Dong, Xiangke Liao

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Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics

Mar 28, 2023
Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang, Zhi Yu

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