Derek Chen
New York University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech and dialogue systems, Robotics and Sensor-Based Localization, Machine Learning and Data Classification
Most-Cited Works
- → Probabilistic graphical fusion of LiDAR, GPS, and 3D building maps for urban UAV navigation(2019)50 cited
- → Social IQa: Commonsense Reasoning about Social Interactions(2019)50 cited
- → Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems(2021)35 cited
- → Imaging Sub-Cellular Methionine and Insulin Interplay in Triple Negative Breast Cancer Lipid Droplet Metabolism(2022)28 cited
- → GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation(2021)18 cited
- → Function-as-a-Service Application Service Composition(2019)11 cited
- → Clean or Annotate: How to Spend a Limited Data Collection Budget(2022)8 cited
- → Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking(2023)8 cited
- → DG2: Data Augmentation Through Document Grounded Dialogue Generation(2022)8 cited
- → CRANE: A Redundant, Multi-Degree-of-Freedom Computed Tomography Robot for Heightened Needle Dexterity within a Medical Imaging Bore(2024)7 cited