id author title date pages extension mime words sentences flesch summary cache txt work_5u2zpk2fhfbwneryxw4r65giga Eliyahu Kiperwasser Easy-First Dependency Parsing with Hierarchical Tree LSTMs 2016 18 .pdf application/pdf 9733 973 66 We suggest a compositional vector representation of parse trees that relies on a recursive Dependency parse-trees encode not only the syntactic structure of a sentence the head word, and the last input is the vector representation of the left-most or the right-most modifier. encoding trees as vectors, and methods for parsing The popular approach for encoding trees as vectors is using recursive neural networks (Goller and Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1159–1168, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1159–1168, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1159–1168, ./cache/work_5u2zpk2fhfbwneryxw4r65giga.pdf ./txt/work_5u2zpk2fhfbwneryxw4r65giga.txt