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Taylor Berg-Kirkpatrick

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Contrastive Attention Networks for Attribution of Early Modern Print

Jun 12, 2023
Nikolai Vogler, Kartik Goyal, Kishore PV Reddy, Elizaveta Pertseva, Samuel V. Lemley, Christopher N. Warren, Max G'Sell, Taylor Berg-Kirkpatrick

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Membership Inference Attacks against Language Models via Neighbourhood Comparison

May 29, 2023
Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick

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Text Conditional Alt-Text Generation for Twitter Images

May 24, 2023
Nikita Srivatsan, Sofia Samaniego, Omar Florez, Taylor Berg-Kirkpatrick

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Smaller Language Models are Better Black-box Machine-Generated Text Detectors

May 17, 2023
Fatemehsadat Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick

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Universal Source Separation with Weakly Labelled Data

May 11, 2023
Qiuqiang Kong, Ke Chen, Haohe Liu, Xingjian Du, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Mark D. Plumbley

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ClimaBench: A Benchmark Dataset For Climate Change Text Understanding in English

Jan 11, 2023
Tanmay Laud, Daniel Spokoyny, Tom Corringham, Taylor Berg-Kirkpatrick

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Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval

Dec 21, 2022
John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick

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CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos

Dec 14, 2022
Hao-Wen Dong, Naoya Takahashi, Yuki Mitsufuji, Julian McAuley, Taylor Berg-Kirkpatrick

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Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation

Nov 12, 2022
Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov

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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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