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Weakly supervised Word2Vec/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly supervised Word2Vec

Weakly Supervised Word2Vec trains Word2Vec-style embeddings using automatically generated, noisy, or heuristic labels rather than costly manual annotation. By leveraging labeling functions, distant supervision, or keyword-based rules to assign soft labels, the approach enables domain-adapted word representations even when large manually annotated corpora are unavailable.

Sources recorded, not reviewed

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Weakly Supervised Word2Vec (Word Embeddings with Weak Supervision)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Mikolov, T., Sutskever, I., Chen, K., Corrado, G., & Dean, J. (2013). Distributed representations of words and phrases and their compositionality. Advances in Neural Information Processing Systems, 26. · URL
  • Ratner, A. J., De Sa, C. M., Wu, S., Selsam, D., & Re, C. (2016). Data programming: Creating large training sets, quickly. Advances in Neural Information Processing Systems, 29. · URL
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Taxonomic bucketBERT-based Classificationmachine-suggested · Relational suggestion, not evidence.See alsoDoc2Vecmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Word2Vecmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSentence Embeddingsmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeakly supervised sentence embeddingsmachine-suggested · Relational suggestion, not evidence.See alsoWord2Vecmachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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