Publications

Naomi Saphra, Adam Lopez (2020). LSTMs Compose---and Learn---Bottom-Up. Findings of Empirical Methods in Natural Language Processing (EMNLP Findings).
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Naomi Saphra, Adam Lopez (2019). Understanding Learning Dynamics Of Language Models with SVCCA. North American Association for Computational Linguistics (NAACL).
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Naomi Saphra, Adam Lopez (2019). Sparsity Emerges Naturally in Neural Language Models. ICML Workshop on Identifying and Understanding Deep Learning Phenomena (Deep Phenomena).
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Kate McCurdy, Naomi Saphra (2019). Carbon AI and the Concentration of Computational Work. Challenging the Work Society: an interdisciplinary summit.
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Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin (2017). DyNet: The Dynamic Neural Network Toolkit. arXiv preprint.
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Naomi Saphra, Adam Lopez (2016). Evaluating Informal-Domain Word Representations with UrbanDictionary. ACL Workshop on Evaluating Vector Space Representations for NLP (RepEval).
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Naomi Saphra, Adam Lopez (2015). AMRICA: an AMR Inspector for Cross-language Alignments. North American Association for Computational Linguistics (NAACL) (demos).
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Andrea Vedaldi, Siddharth Mahendran, Stavros Tsogkas, Subhransu Maji, Ross Girshick, Juho Kannala, Esa Rahtu, Iasonas Kokkinos, Matthew B. Blaschko, David Weiss, Ben Taskar, Karen Simonyan, Naomi Saphra, Sammy Mohamed (2014). Understanding Objects in Detail with Fine-grained Attributes. Computer Vision and Pattern Recognition (CVPR).
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Ryan Cotterell, Adithya Renduchintala, Naomi Saphra, Chris Callison-Burch (2014). An Algerian Arabic-French Code-Switched Corpus. LREC Workshop on Free/Open-Source Arabic Corpora.
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Nathan Schneider, Brendan O'Connor, Naomi Saphra, David Bamman, Manaal Faruqui, Noah A. Smith, Chris Dyer, Jason Baldridge (2014). A framework for (under) specifying dependency syntax without overloading annotators. ACL Linguistic Annotation Workshop.
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