3 papers
cs.CL2023
Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings
Ayesha Enayet, Gita Sukthankar
Conflict prediction in communication is integral to the design of virtual agents that support successful teamwork by providing timely assistance. The aim of our research is to anal…
cs.CL2021
Analyzing Team Performance with Embeddings from Multiparty Dialogues
Ayesha Enayet, Gita Sukthankar
Good communication is indubitably the foundation of effective teamwork. Over time teams develop their own communication styles and often exhibit entrainment, a conversational pheno…
cs.CL2020
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue Comments
Ayesha Enayet, Gita Sukthankar
Social coding platforms, such as GitHub, serve as laboratories for studying collaborative problem solving in open source software development; a key feature is their ability to sup…