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nearest neighbor

218 papers

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Also known as

NN

Co-occurring keywords

k-nearest neighbor (152) metric learning (1190) nearest neighbor search (186) few-shot learning (3398) contrastive learning (4032) neural network (6616) image retrieval (600) representation learning (6206) metric space (87) kernel methods (1097)

Papers

Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NIPS 2023
Nearest Neighbour with Bandit Feedback NIPS 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood ICML 2022
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NIPS 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation NAACL 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
Regularized Training of Nearest Neighbor Language Models NAACL 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
Detecting Corrupted Labels Without Training a Model to Predict ICML 2022
SummScreen: A Dataset for Abstractive Screenplay Summarization ACL 2022
Under-bagging Nearest Neighbors for Imbalanced Classification JMLR 2022
Variational nearest neighbor Gaussian process ICML 2022
Code Vulnerability Detection via Nearest Neighbor Mechanism EMNLP 2022
Hardness and Algorithms for Robust and Sparse Optimization ICML 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022
Out-of-Distribution Detection with Deep Nearest Neighbors ICML 2022
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) AAAI 2022
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2022
Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022