Nishant Yadav
9 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Renaissance Researcher
(5)
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(8)
Natural Language Processing
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Applications Β· Natural Language Processing
(2)
Optimization & Theory
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications Β· Computer Science
(1)
Applications Β· Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
hierarchical clustering
(2)
nearest neighbor search
(2)
cur decomposition
(2)
matrix factorization
(2)
information retrieval
(2)
dataset creation
(1)
uncertainty quantification
(1)
transfer learning
(1)
approximate retrieval
(1)
text summarization
(1)
document summarization
(1)
intent classification
(1)
subjective content
(1)
wikipedia
(1)
joint inference
(1)
knowledge base
(1)
extractive summarization
(1)
alternating optimization
(1)
domain adaptation
(1)
probabilistic modeling
(1)
Papers
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
ICLR 2024
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction
EACL 2024
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition
EMNLP 2023
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization
EMNLP 2022
Interactive Correlation Clustering with Existential Cluster Constraints
ICML 2022
Clustering-based Inference for Biomedical Entity Linking
NAACL 2021
Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions
EMNLP 2021
SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents
EMNLP 2021
Supervised Hierarchical Clustering with Exponential Linkage
ICML 2019