This is a list of my first-authored publications. An extended list of publications can be found at my Google Scholar Profile.

2017

  • Godin, F., Dambre, J. & De Neve, W. (2017). Improving Language Modeling using Densely Connected Recurrent Neural Networks. Workshop on Representation Learning for NLP, ACL 2017. [pdf]
  • Our solution for the $1,000,000 Lung Cancer Prediction Competition on Kaggle [Blogpost] [Kaggle]

2015

  • Godin, F., Vandersmissen, B., De Neve, W., & Van de Walle, R. (2015). Named entity recognition for Twitter microposts using distributed word representations. Workshop on Noisy User-generated Text, ACL 2015. [pdf] [poster] [code]

2014

  • Godin, F., Vandersmissen, B., Jalalvand, A., De Neve, W., & Van de Walle, R. (2014). Alleviating manual feature engineering for part-of-speech tagging of Twitter microposts using distributed word representations. Workshop on Modern Machine Learning and Natural Language Processing, NIPS 2014. [pdf] [poster]
  • Godin, F., Zuallaert, J., Vandersmissen, B., De Neve, W., & Van de Walle, R. (2014). Beating the bookmakers: leveraging statistics and Twitter microposts for predicting soccer results. Workshop on Large-Scale Sports Analytics, KDD 2014. [pdf] [poster]
  • Godin, F., De Nies, T., Beecks, C., De Vocht, L., De Neve, W., Mannens, E., Seidl, T., et al. (2014). The normalized freebase distance. 11th Extended Semantic Web Conference, ESWC 2014. [pdf] [poster] [code]

2013

  • Godin, F., Debevere, P., Mannens, E., De Neve, W., & Van de Walle, R. (2013). Leveraging existing tools for named entity recognition in microposts. Making Sense of Micropost Workshop, WWW 2013. [pdf] [slides]
  • Godin, F., Slavkovikj, V., De Neve, W., Schrauwen, B., & Van de Walle, R. (2013). Using topic models for Twitter hashtag recommendation. Making Sense of Micropost Workshop, WWW 2013. [pdf] [slides]
  • Godin, F., De Neve, W., & Van de Walle, R. (2013). Towards fusion of collective knowledge and audio-visual content features for annotating broadcast video. 3rd ACM conference on International conference on multimedia retrieval, ICMR 2013. [pdf]