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Natural language processing

The Cinderella Complex: Word embeddings reveal gender stereotypes in movies and books

Huimin Xu, Zhang Zhang, Lingfei Wu, Cheng-Jun Wang

Modelling Creativity: Identifying Key Components through a Corpus-Based Approach

Anna Jordanous, Bill Keller

"What is relevant in a text document?": An interpretable machine learning approach

Leila Arras, Franziska Horn, [ ... ], Wojciech Samek

Hate speech detection and racial bias mitigation in social media based on BERT model

Marzieh Mozafari, Reza Farahbakhsh, Noël Crespi

The Global Burden of Journal Peer Review in the Biomedical Literature: Strong Imbalance in the Collective Enterprise

Michail Kovanis, Raphaël Porcher, Philippe Ravaud, Ludovic Trinquart

A rule-based named-entity recognition method for knowledge extraction of evidence-based dietary recommendations

Tome Eftimov, Barbara Koroušić Seljak, Peter Korošec

Phylomemetic Patterns in Science Evolution—The Rise and Fall of Scientific Fields

David Chavalarias, Jean-Philippe Cointet

Stopwords in technical language processing

Serhad Sarica, Jianxi Luo

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

A Machine Reading System for Assembling Synthetic Paleontological Databases

Shanan E. Peters, Ce Zhang, Miron Livny, Christopher Ré

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Sebastian Gehrmann, Franck Dernoncourt, [ ... ], Leo A. Celi

“Is a picture really worth a thousand words?”: A case study on classifying user attributes on Instagram

Junho Song, Kyungsik Han, Dongwon Lee, Sang-Wook Kim

The Gender Gap Tracker: Using Natural Language Processing to measure gender bias in media

Fatemeh Torabi Asr, Mohammad Mazraeh, [ ... ], Maite Taboada

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