Ishita Dasgupta
Adobe Systems (United States)(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI), Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Can language models learn from explanations in context?(2022)120 cited
- → Where do hypotheses come from?(2017)107 cited
- → Are Convolutional Neural Networks or Transformers more like human\n vision?(2021)99 cited
- → Memory as a Computational Resource(2021)76 cited
- → Causal Reasoning from Meta-reinforcement Learning(2019)74 cited
- → Remembrance of inferences past: Amortization in human hypothesis generation(2018)66 cited
- → A theory of learning to infer.(2020)61 cited
- → Language models show human-like content effects on reasoning tasks(2022)53 cited
- → Language models, like humans, show content effects on reasoning tasks(2024)48 cited
- → AI Crop Predictor and Weed Detector Using Wireless Technologies: A Smart Application for Farmers(2020)45 cited