Papers
Sentences Matching
2017-12 Hu et al. – 2014 – Convolutional neural network architectures for Matching Natural Language Sentences 2018-07 Nie and Bansal –...
Relation Extraction
2018-08 Mintz et al. – 2009 – Distant supervision for relation extraction without labeled data Zeng et al. – 2015 – Distant...
Question Answering
2019-05 Rendle S. – 2010 – Factorization machines Cheng et al. – 2016 – Wide & Deep Learning for Recommender Systems Guo...
Language Model
2017-11 Bengio et al. – 2003 – A neural probabilistic language model Press and Wolf – 2016 – Using the output embedding...
Entity Recognition
2018-10 Lample et al. – 2016 – Neural Architectures for Named Entity Recognition Ma and Hovy – 2016 – End-to-end Sequence Labeling...
Distributed Sentence Representations
2017-11 Le and Mikolov – 2014 – Distributed representations of sentences and documents 2018-12 Li and Hovy – 2014 – A Model...
Distributed Word Representations
2017-11 Faruqui and Dyer – 2014 – Improving vector space word representations using multilingual correlation Maaten and Hinton – 2008 – Visualizing...