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Posts by Collection
portfolio
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publications
Hypergraph of Text: a Mathematical Structure for Organizing and Analyzing Big Text Data
Published in 2024 IEEE International Conference on Big Data (BigData), 2009
In this paper we propose Hypergraph of Text (HoT), a novel mathmatical structure for organizing and analyzing text data
Recommended citation: D. E. Alvarez and C. Zhai, "Hypergraph of Text: a Mathematical Structure for Organizing and Analyzing Big Text Data," 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 2024, pp. 8605-8607, doi: 10.1109/BigData62323.2024.10824995.
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STAT: Shrinking Transformers After Training
Published in arXiv, 2024
We present STAT: a simple algorithm to prune transformer models without any fine-tuning. STAT eliminates both attention heads and neurons from the network, while preserving accuracy by calculating a correction to the weights of the next layer.
Recommended citation: STAT: Shrinking Transformers After Training. M Flynn, A Wang, DE Alvarez, C De Sa, A Damle - arXiv preprint arXiv:2406.00061, 2024
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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