84 citations · 248 across the 19 of their papers we have counts for
5 papers · 1 filter
Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Thomas Zimmermann +2
Web search plays an integral role in software engineering (SE) to help with various tasks such as finding documentation, debugging, installation, etc. In this work, we present the…
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Hassan Awadallah, Susan Dumais
Leveraging weak or noisy supervision for building effective machine learning models has long been an important research problem. Its importance has further increased recently due t…
Detecting Fake News with Weak Social Supervision
Kai Shu, Ahmed Hassan Awadallah, Susan Dumais +1
Limited labeled data is becoming the largest bottleneck for supervised learning systems. This is especially the case for many real-world tasks where large scale annotated examples…
Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data
Subhabrata Mukherjee, Ahmed Hassan Awadallah
Recent advances in pre-training huge models on large amounts of text through self supervision have obtained state-of-the-art results in various natural language processing tasks. H…
Characterizing and Predicting Email Deferral Behavior
Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin +3
Email triage involves going through unhandled emails and deciding what to do with them. This familiar process can become increasingly challenging as the number of unhandled email g…