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A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision


Jan 06, 2022
Ajinkya Tejankar, Maziar Sanjabi, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz


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Quantifying Adaptability in Pre-trained Language Models with 500 Tasks


Dec 06, 2021
Belinda Z. Li, Jane Yu, Madian Khabsa, Luke Zettlemoyer, Alon Halevy, Jacob Andreas

* 18 pages, 5 figures, 8 tables 

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Sparse Distillation: Speeding Up Text Classification by Using Bigger Models


Oct 16, 2021
Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech


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UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning


Oct 14, 2021
Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa


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Entailment as Few-Shot Learner


Apr 29, 2021
Sinong Wang, Han Fang, Madian Khabsa, Hanzi Mao, Hao Ma


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On the Influence of Masking Policies in Intermediate Pre-training


Apr 18, 2021
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa


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On Unifying Misinformation Detection


Apr 12, 2021
Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa

* Accepted to NAACL2021 

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Towards Few-Shot Fact-Checking via Perplexity


Mar 17, 2021
Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung

* Accpeted to NAACL'21 

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Studying Strategically: Learning to Mask for Closed-book QA


Jan 01, 2021
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa


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CLEAR: Contrastive Learning for Sentence Representation


Dec 31, 2020
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma

* 10 pages, 2 figures 

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To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks


Jun 15, 2020
Sinong Wang, Madian Khabsa, Hao Ma

* Accepted in ACL2020 

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Linformer: Self-Attention with Linear Complexity


Jun 14, 2020
Sinong Wang, Belinda Z. Li, Madian Khabsa, Han Fang, Hao Ma


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Language Models as Fact Checkers?


Jun 07, 2020
Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa

* Accepted in FEVER Workshop (ACL2020) 

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Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism


Jun 13, 2019
Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko

* Accepted to ACL 2019 

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Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching


Apr 22, 2018
Xiao Yang, Miaosen Wang, Wei Wang, Madian Khabsa, Ahmed Awadallah


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Actionable Email Intent Modeling with Reparametrized RNNs


Dec 26, 2017
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Hassan Awadallah, Patrick Pantel

* AAAI 2018 

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