"Baseline" is the baseline non-neural system. "T&N best" is the best-performing parameter set in <cite>Taghipour & Ng (2016)</cite> : tuned embeddings (here, GLOVE 100 dimensions), 300-dimensional LSTM, unidirectional, mean-over-time layer.