Search Results for author: Nikolai Vogler

Found 6 papers, 2 papers with code

Contrastive Attention Networks for Attribution of Early Modern Print

no code implementations12 Jun 2023 Nikolai Vogler, Kartik Goyal, Kishore PV Reddy, Elizaveta Pertseva, Samuel V. Lemley, Christopher N. Warren, Max G'Sell, Taylor Berg-Kirkpatrick

Specifically, we focus on matching uniquely damaged character type-imprints in anonymously printed books to works with known printers in order to provide evidence of their origins.

Metric Learning

Non-Parametric Temporal Adaptation for Social Media Topic Classification

no code implementations13 Sep 2022 FatemehSadat Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick

User-generated social media data is constantly changing as new trends influence online discussion and personal information is deleted due to privacy concerns.

Classification Retrieval +1

An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization

no code implementations7 Jan 2022 Nikolai Vogler, Songlin Li, Yujie Xu, Yujian Mi, Taylor Berg-Kirkpatrick

We show that a simple unsupervised masking objective can approach near supervised performance on abstractive multi-document news summarization.

Extractive Summarization News Summarization

Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription

no code implementations Findings (NAACL) 2022 Nikolai Vogler, Jonathan Parkes Allen, Matthew Thomas Miller, Taylor Berg-Kirkpatrick

We present a self-supervised pre-training approach for learning rich visual language representations for both handwritten and printed historical document transcription.

Language Modelling

Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

1 code implementation NAACL 2019 Nikolai Vogler, Craig Stewart, Graham Neubig

Simultaneous interpretation, the translation of speech from one language to another in real-time, is an inherently difficult and strenuous task.

Translation

Automatic Estimation of Simultaneous Interpreter Performance

1 code implementation ACL 2018 Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig

Simultaneous interpretation, translation of the spoken word in real-time, is both highly challenging and physically demanding.

Machine Translation Translation

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