Neural Networks from a Linguistic View

2018

• Dai, Zihang, et al. "Transformer-XL: Language Modeling with Longer-Term Dependency." arXiv preprint arXiv: 1901.02860 (2018).
• Goldberg, Yoav. "Assessing BERT’s Syntactic Abilities." (2018).
• Futrell, Richard, and Roger P. Levy. "Do RNNs learn human-like abstract word order preferences?" arXiv preprint arXiv:1811.01866 (2018).
• Strubell, Emma, et al. "Linguistically-Informed Self-Attention for Semantic Role Labeling." arXiv preprint arXiv:1804.08199 (2018).
• Jacovi, Alon, Oren Sar Shalom, and Yoav Goldberg. "Understanding Convolutional Neural Networks for Text Classification." arXiv preprint arXiv:1809.08037 (2018).
• Tang, Gongbo, et al. "Why self-attention? a targeted evaluation of neural machine translation architectures." arXiv preprint arXiv:1808.08946 (2018).

2017