Nishant Yadav
9 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (7) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(24)
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Trend Setter
Conferences
EMNLP (4)
ICML (2)
EACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
matrix factorization
(2)
nearest neighbor search
(2)
cur decomposition
(2)
hierarchical clustering
(2)
uncertainty quantification
(1)
dataset creation
(1)
transfer learning
(1)
approximate retrieval
(1)
information 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
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction
EACL 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
ICLR 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
SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents
EMNLP 2021
Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions
EMNLP 2021
Clustering-based Inference for Biomedical Entity Linking
NAACL 2021
Supervised Hierarchical Clustering with Exponential Linkage
ICML 2019