Nishant Yadav

According to our database1, Nishant Yadav authored at least 19 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023
Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders.
CoRR, 2023

CDA: Contrastive-adversarial Domain Adaptation.
CoRR, 2023

Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery.
Remote. Sens., 2022

Robustness of Explanation Methods for NLP Models.
CoRR, 2022

Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations.
CoRR, 2022

Interactive Correlation Clustering with Existential Cluster Constraints.
Proceedings of the International Conference on Machine Learning, 2022

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Clustering-based Inference for Biomedical Entity Linking.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Session-Aware Query Auto-completion using Extreme Multi-Label Ranking.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Clustering-based Inference for Zero-Shot Biomedical Entity Linking.
CoRR, 2020

Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling.
CoRR, 2020

Stochastic Package Queries in Probabilistic Databases.
Proceedings of the 2020 International Conference on Management of Data, 2020

A Deep Learning Approach to Short-Term Quantitative Precipitation Forecasting.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2019
Dynamic Partition Bloom Filters: A Bounded False Positive Solution For Dynamic Set Membership (Extended Abstract).
CoRR, 2019

Supervised Hierarchical Clustering with Exponential Linkage.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing.
CoRR, 2018


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