Entries by tag: paper-summary

Including child/synonym tags

Paper Summary: SMOTE: Synthetic Minority Over-sampling Technique  01 Sep 2018    paper-summary
Summary of the 2002 article "SMOTE: Synthetic Minority Over-sampling Technique" by Chawla et al. Read More ›

Paper Summary: Multi-Label Classification on Tree- and DAG-Structured Hierarchies  02 Jul 2018    paper-summary multi-label structured-learning hierarchical-learning natural-language-processing
Summary of the 2011 article "Multi-Label Classification on Tree- and DAG-Structured Hierarchies" by Bi and Kwok. Read More ›

Paper Summary: The Natural Language Decathlon  30 Jun 2018    paper-summary nlp
Summary of the 2018 article "The Natural Language Decathlon" by McCann et al. Read More ›

Paper Summary: A Simple but Tough-to-beat Baseline for Sentence Embeddings  13 May 2018    paper-summary embeddings compositionality natural-language-processing
Summary of the 2017 article "A Simple but Tough-to-beat Baseline for Sentence Embeddings" by Arora et al. Read More ›

Paper Summary: Context is Everything: Finding Meaning Statistically in Semantic Spaces  01 May 2018    paper-summary compositionality embeddings natural-language-processing
Summary of the 2018 article "Context is Everything: Finding Meaning Statistically in Semantic Spaces" by Zelikman, where the author introduces CoSal weighting for bag-of-words vectors. Read More ›

Paper Summary: Distributed Representations of Sentences and Documents  29 Nov 2017    paper-summary
Summary of the 2014 article "Distributed Representations of Sentences and Documents" by Le and Mikolov. Read More ›

Paper Summary: Multi-instance multi-label learning for automatic tag recommendation  05 Nov 2017    paper-summary multi-label tags
Summary of the 2009 article "Multi-instance multi-label learning for automatic tag recommendation" by Shen et al. Read More ›

Paper Summary: WSABIE: Scaling Up To Large Vocabulary Image Annotation  05 Oct 2017    paper-summary embeddings tags
Summary of the 2011 article "WSABIE: Scaling Up To Large Vocabulary Image Annotation" by Weston et al. Read More ›

Paper Summary: Recursive Neural Language Architecture for Tag Prediction  04 Oct 2017    paper-summary tags neural-nets embeddings
Summary of the 2016 article "Recursive Neural Language Architecture for Tag Prediction" by Kataria. Read More ›

Paper Summary: Translating Embeddings for Modeling Multi-relational Data  30 Sep 2017    embeddings structure paper-summary neural-networks
Summary of the 2013 article "Translating Embeddings for Modeling Multi-relational Data" by Bordes et al. Read More ›