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Non-Parametric Temporal Adaptation for Social Media Topic Classification


Sep 13, 2022
Fatemehsadat Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick


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Checklist Models for Improved Output Fluency in Piano Fingering Prediction


Sep 12, 2022
Nikita Srivatsan, Taylor Berg-Kirkpatrick

* ISMIR 2022 

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Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments


Sep 07, 2022
Ke Chen, Hao-Wen Dong, Yi Luo, Julian McAuley, Taylor Berg-Kirkpatrick, Miller Puckette, Shlomo Dubnov

* The 23rd International Society for Music Information Retrieval Conference, 2022 
* Camera Ready for Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022 

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Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments


Jul 14, 2022
Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian McAuley, Taylor Berg-Kirkpatrick


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Memorization in NLP Fine-tuning Methods


May 25, 2022
Fatemehsadat Mireshghallah, Archit Uniyal, Tianhao Wang, David Evans, Taylor Berg-Kirkpatrick


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Prompt Consistency for Zero-Shot Task Generalization


Apr 29, 2022
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig

* Preprint. Code is available at https://github.com/violet-zct/swarm-distillation-zero-shot 

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Mix and Match: Learning-free Controllable Text Generation using Energy Language Models


Apr 04, 2022
Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick

* Camera ready--ACL 2022 (minor edits) 

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Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection


Mar 22, 2022
Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian McAuley

* Accepted at ACL 2022 main conference 

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Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks


Mar 08, 2022
Fatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal, Taylor Berg-Kirkpatrick, Reza Shokri


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Deep Performer: Score-to-Audio Music Performance Synthesis


Feb 21, 2022
Hao-Wen Dong, Cong Zhou, Taylor Berg-Kirkpatrick, Julian McAuley

* ICASSP 2022 final version with appendix 

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