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Found 4 papers, 1 papers with code
Pedagogical Principles in the Online Teaching of Text Mining: A Retrospection
The ongoing COVID-19 pandemic has brought online education to the forefront of pedagogical discussions.
TheNorth at SemEval-2020 Task 12: Hate Speech Detection Using RoBERTa
Hate speech detection on social media platforms is crucial as it helps to avoid severe situations, and severe harm to marginalized people and groups.
HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics
The embedding achieved on par F1 scores while decreasing the time and memory requirements by several times compared to the conventional n-gram statistics, e. g., for one of the classifiers on a small dataset, the memory reduction was 6. 18 times; while train and test speed-ups were 4. 62 and 3. 84 times, respectively.
Subword Semantic Hashing for Intent Classification on Small Datasets
In this paper, we introduce the use of Semantic Hashing as embedding for the task of Intent Classification and achieve state-of-the-art performance on three frequently used benchmarks.
