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Natural language processing

G2Basy: A framework to improve the RNN language model and ease overfitting problem

Lu Yuwen, Shuyu Chen, Xiaohan Yuan

Analysis of English free association network reveals mechanisms of efficient solution of Remote Association Tests

Olga Valba, Alexander Gorsky, Sergei Nechaev, Mikhail Tamm

KG2Vec: A node2vec-based vectorization model for knowledge graph

YueQun Wang, LiYan Dong, [ ... ], Hao Zhang

Protocol for a reproducible experimental survey on biomedical sentence similarity

Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano

Neural representation of words within phrases: Temporal evolution of color-adjectives and object-nouns during simple composition

Maryam Honari-Jahromi, Brea Chouinard, [ ... ], Alona Fyshe

Cohort profile: St. Michael’s Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language processing

David Landsman, Ahmed Abdelbasit, [ ... ], Jane Batt

A message-passing multi-task architecture for the implicit event and polarity detection

Chunli Xiang, Junchi Zhang, Donghong Ji

A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records

Akshaya V. Annapragada, Marcella M. Donaruma-Kwoh, Ananth V. Annapragada, Zbigniew A. Starosolski

Improving the state-of-the-art in Thai semantic similarity using distributional semantics and ontological information

Ponrudee Netisopakul, Gerhard Wohlgenannt, Aleksei Pulich, Zar Zar Hlaing

What predicts legislative success of early care and education policies?: Applications of machine learning and Natural Language Processing in a cross-state early childhood policy analysis

Soojin Oh Park, Nail Hassairi

Can we ‘feel’ the temperature of knowledge? Modelling scientific popularity dynamics via thermodynamics

Luoyi Fu, Dongrui Lu, [ ... ], Chenghu Zhou

A pre-training and self-training approach for biomedical named entity recognition

Shang Gao, Olivera Kotevska, Alexandre Sorokine, J. Blair Christian

Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflow

Artur Sokolovsky, Thomas Gross, Jaume Bacardit

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