no code implementations • EMNLP (SpLU) 2020 • Hyeong Jin Shin, Jeong Yeon Park, Dae Bum Yuk, Jae Sung Lee
We propose a BERT-based spatial information extraction model, which uses BERT for spatial element extraction and R-BERT (Wu and He, 2019) for spatial relation extraction.
no code implementations • WS 2019 • Uygun Shadikhodjaev, Jae Sung Lee
In this paper we describe our system for morphological analysis and lemmatization in context, using a transformer-based sequence to sequence model and a biaffine attention based BiLSTM model.
no code implementations • COLING 2016 • Bogyum Kim, Jae Sung Lee
A spatial information extraction system retrieves spatial entities and their relationships for geological searches and reasoning.
Entity Extraction using GAN Named Entity Recognition (NER) +4