====== Sequence Labeling ====== ===== Semi-CRFs ===== * Paper that introduced Semi-CRFs: [[http://www.cs.cmu.edu/~wcohen/postscript/semiCRF.pdf|Sarawagi & Cohen 2004 - Semi-Markov Conditional Random Fields for Information Extraction]] * [[https://arxiv.org/pdf/1604.05499.pdf|Liu et al 2016 - Exploring Segment Representations for Neural Segmentation Models]] Shows that neural semi-CRF model benefit from representing the entire segment. ===== Miscellaneous Models ===== * Constrained Neural Model: [[https://aclanthology.org/K19-1045.pdf|Deutsch et al 2019 - A General-Purpose Algorithm for Constrained Sequential Inference]]