Below I list papers which have been read and discussed by one of the NLG/NLP reading groups at Aberdeen. The reading group has been running since the early 2000s, but I’m only going to list papers since August 2017.
I Goodfellow, Y Bengio, A Courville (2017). Deep Learning. MIT Press.
G Boleda and A Herbelot (2016). Formal Distributional Semantics: Introduction to the Special Issue. Computational Linguistics 42:619-635.
A Ramos-Soto, A Jose Bugarın, S Barro, and J Taboada (2015). Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data. IEEE Transactions on Fuzzy Systems, 23:44-57.
S Clark (2015), Vector Space Models of Lexical Meaning. In S Lappin and C Fox (eds), Handbook of Contemporary Semantic Theory. Wiley