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Papers
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood
ICML 2022
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract)
AAAI 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation
NAACL 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation
EMNLP 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
EMNLP 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation
EMNLP 2022
Noun Class Disambiguation in Runyankore and Related Languages
COLING 2022
Out-of-Distribution Detection with Deep Nearest Neighbors
ICML 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits
AACL 2022
Regularized Training of Nearest Neighbor Language Models
NAACL 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
EMNLP 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts
AAAI 2022
SummScreen: A Dataset for Abstractive Screenplay Summarization
ACL 2022
Teaching Humans When to Defer to a Classifier via Exemplars
AAAI 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data?
AISTATS 2022
Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space.
ICLR 2022
Under-bagging Nearest Neighbors for Imbalanced Classification
JMLR 2022
Variational nearest neighbor Gaussian process
ICML 2022
Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation
NAACL 2022
Adaptive Nearest Neighbor Machine Translation
ACL 2021
Analyzing the Surprising Variability in Word Embedding Stability Across Languages
EMNLP 2021
Class-Wise Metric Scaling for Improved Few-Shot Classification
WACV 2021
Consistent Non-Parametric Methods for Maximizing Robustness
NeurIPS 2021
Data-to-text Generation by Splicing Together Nearest Neighbors
EMNLP 2021
Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks
EMNLP 2021