Not all dialogues are created equal: Instance weighting for neural conversational models

Neural conversational models require substantial amounts of dialogue data for their parameter estimation and are therefore usually learned on large corpora such as chat forums or movie subtitles. These corpora are, however, often challenging to work …

Dialogue-based CALL: an overview of existing research

We propose a common definition for dialogue-based CALL and establish a first overview of the literature in the domain, from a systematic literature review of 138 papers. Results show a scattered research field, with 4 main disciplinary approaches, each preferring a certain keyword for referring to the domain.