Proactive prioritization of app issues via contrastive learning

M Fereidouni, A Mosharrof, U Farooq… - … Conference on Big …, 2022 - ieeexplore.ieee.org
Mobile app stores produce a tremendous amount of data in the form of user reviews, which
is a huge source of user requirements and sentiments; such reviews allow app developers …

Zero-label anaphora resolution for off-script user queries in goal-oriented dialog systems

MH Maqbool, L Xu, AB Siddique… - 2022 IEEE 16th …, 2022 - ieeexplore.ieee.org
Most of the prior work on goal-oriented dialog systems has concentrated on developing
systems that heavily rely on the relevant domain APIs to generate a response. However, in …

Toward Open-domain Slot Filling via Self-supervised Co-training

A Mosharrof, M Fereidouni, AB Siddique - Proceedings of the ACM Web …, 2023 - dl.acm.org
Slot filling is one of the critical tasks in modern conversational systems. The majority of
existing literature employs supervised learning methods, which require labeled training data …