40 citations · 59 across the 10 of their papers we have counts for
4 papers · 1 filter
An empirical user-study of text-based nonverbal annotation systems for human-human conversations
Joshua Y. Kim, Kalina Yacef
the substantial increase in the number of online human-human conversations and the usefulness of multimodal transcripts, there is a rising need for automated multimodal transcripti…
Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors
Joshua Yee Kim, Tongliang Liu, Kalina Yacef
Conversational analysis systems are trained using noisy human labels and often require heavy preprocessing during multi-modal feature extraction. Using noisy labels in single-task…
ast2vec: Utilizing Recursive Neural Encodings of Python Programs
Benjamin Paaßen, Jessica McBroom, Bryn Jeffries +2
Educational datamining involves the application of datamining techniques to student activity. However, in the context of computer programming, many datamining techniques can not be…
MONAH: Multi-Modal Narratives for Humans to analyze conversations
Joshua Y. Kim, Greyson Y. Kim, Chunfeng Liu +3
In conversational analyses, humans manually weave multimodal information into the transcripts, which is significantly time-consuming. We introduce a system that automatically expan…