====== Syntax in Deep Learning ====== ===== Papers ===== * [[https://arxiv.org/pdf/1804.08199.pdf|Strubell et al 2018 - Linguistically-Informed Self-Attention for Semantic Role Labeling]] (EMNLP 2018 Best paper) * [[https://arxiv.org/pdf/1911.10389.pdf|2019 - Joint Parsing and Generation for Abstractive Summarization]] * [[https://arxiv.org/pdf/2012.13915.pdf|Zhang et al 2020 - SG-Net: Syntax Guided Transformer for Language Representation]] * [[https://arxiv.org/pdf/2005.08417.pdf|Kumar et al 2020 - Syntax-guided Controlled Generation of Paraphrases]] * [[https://arxiv.org/pdf/2007.15135.pdf|Zhu et al 2020 - The Return of Lexical Dependencies: Neural Lexicalized PCFGs]]