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What Makes Data-to-Text Generation Hard for Pretrained Language Models?


May 23, 2022
Moniba Keymanesh, Adrian Benton, Mark Dredze

* 15 pages, 5 figures 

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Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph


Sep 15, 2021
Sameer Bansal, Adrian Benton


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Cross-Register Projection for Headline Part of Speech Tagging


Sep 15, 2021
Adrian Benton, Hanyang Li, Igor Malioutov

* EMNLP 2021 

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Diversity-Aware Batch Active Learning for Dependency Parsing


Apr 28, 2021
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan İrsoy

* In Proceedings of NAACL 2021 
* NAACL 2021 

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kōan: A Corrected CBOW Implementation


Dec 30, 2020
Ozan İrsoy, Adrian Benton, Karl Stratos


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Learning Representations of Social Media Users


Dec 02, 2018
Adrian Benton

* PhD thesis 

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Multi-Task Learning for Mental Health using Social Media Text


Dec 10, 2017
Adrian Benton, Margaret Mitchell, Dirk Hovy

* Proceedings of the 15th Conference of the EACL (2017) 152-162 

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Deep Generalized Canonical Correlation Analysis


Jun 15, 2017
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora

* 14 pages, 6 figures 

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