Error Types in Transformer-Based Paraphrasing Models: A Taxonomy, Paraphrase Annotation Model and Dataset
Developing task-oriented bots requires diverse sets of annotated user utterances to learn
mappings between natural language utterances and user intents. Automated paraphrase …
mappings between natural language utterances and user intents. Automated paraphrase …
Crowdsourcing syntactically diverse paraphrases with diversity-aware prompts and workflows
Task-oriented bots (or simply bots) enable humans to perform tasks in natural language. For
example, to book a restaurant or check the weather. Crowdsourcing has become a …
example, to book a restaurant or check the weather. Crowdsourcing has become a …
Crowdsourcing Diverse Paraphrases for Training Task-oriented Bots
A prominent approach to build datasets for training task-oriented bots is crowd-based
paraphrasing. Current approaches, however, assume the crowd would naturally provide …
paraphrasing. Current approaches, however, assume the crowd would naturally provide …