Building Representative Corpora from Illiterate Communities: A Review of Challenges and Mitigation Strategies for Developing Countries

Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige +1

Most well-established data collection methods currently adopted in NLP depend on the assumption of speaker literacy. Consequently, the collected corpora largely fail to represent s…