Kanika Madan
National Institute of Technology Delhi(IN)Saveetha University(IN)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Topic Modeling, Natural Language Processing Techniques, Machine Learning and Data Classification
Most-Cited Works
- → Multi-label legal document classification: A deep learning-based approach with label-attention and domain-specific pre-training(2021)71 cited
- → Accounting for Variance in Machine Learning Benchmarks(2021)40 cited
- → A Comparative Study on the Working of GNN and CNN on Panoramic X-Rays in Prediction of Dental Diseases(2023)8 cited
- Quick Check: A Legal Research Recommendation System.(2020)
- → Information Extraction/Entailment of Common Law and Civil Code(2021)6 cited
- → Fast and Slow Learning of Recurrent Independent Mechanisms(2021)5 cited
- CLSciSumm Shared Task: On the Contribution of Similarity measure and Natural Language Processing Features for Citing Problem.(2018)
- → Learning GFlowNets from partial episodes for improved convergence and stability(2022)5 cited
- Meta Attention Networks: Meta-Learning Attention to Modulate Information Between Recurrent Independent Mechanisms(2021)
- → Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems(2023)1 cited