Papers with Computational Linguistics community
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) (N19-1)
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| Challenge: | 2019 Program Co-Chairs have managed the largest number of submissions at any NAACL to date . submissions in 2019 almost doubled from the previous year . |
| Approach: | NAACL's 2019 Program Co-Chairs have managed the largest number of submissions to date . 2019 will see a diversity committee, a careers in NLP panel and a panel on diversity . |
| Outcome: | The 2019 Program Co-Chairs have managed the largest number of submissions at any NAACL to date. |
The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings (2021.eacl-main)
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| Challenge: | a new method for compressing word vector embeddings into integers is being developed . a high precision approach to compressing words into integer results in negligible performance gains . |
| Approach: | They propose a method for compressing word vector embeddings into integers using the Chinese Reminder Theorem. |
| Outcome: | The proposed method speeds up addition by 48.27% and compresses GloVe word embedding libraries by 25.86%. |