Koustuv Sinha
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI), Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)(2020)201 cited
- → Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little(2021)176 cited
- → A Hierarchical Neural Attention-based Text Classifier(2018)59 cited
- → A taxonomy and review of generalization research in NLP(2023)57 cited
- → COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction(2021)31 cited
- → Measuring Systematic Generalization in Neural Proof Generation with Transformers(2020)28 cited
- → CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text(2019)17 cited
- → Evaluating Logical Generalization in Graph Neural Networks(2020)15 cited