## Named entity annotations Cesar Abascal Gutierrez <cesarbielva1994@gmail.com> ## Goals - Be able to recognize unknown named entities - Create a manually annotated training set from speech transcripts - Propose an annotation schema ## Plan - Convert speech transcripts into a training set - Train and evaluate classifier - Establish manual annotation - Select unannotated data ### Data preparation Input: Transcriber transcripts with inconsistent annotations ``` * First small letter: regular word * Capital: named entity * ''^^'': faoreign word * ''@'': noise * ''_'': multi word expression * ''/'': pronuncation ``` Output: A file that can be read by `spacy convert` ## People - Cesar Abascal Gutierrez <cesarbielva1994@gmail.com> - Kyryl Kobzar - Ediz Morochovič ## Tools ``` * Machine learning : https://spacy.io/usage/training * Manual Annotation : https://prodi.gy/ ```