conftrace_

semi-parametric model

18 papers

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Co-occurring keywords

retrieval-augmented generation (1592) language model (4599) contextual bandit (381) regret bound (1926) domain adaptation (4595) large language model (13587) nearest neighbor retrieval (28) nearest neighbor (218) gaussian process (1200) neural machine translation (2310)

Papers

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023
A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023
Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023
Adaptation Approaches for Nearest Neighbor Language Models ACL 2023
Chunk-based Nearest Neighbor Machine Translation EMNLP 2022
Efficient Machine Translation Domain Adaptation ACL 2022
Non-Iterative Recovery From Nonlinear Observations Using Generative Models CVPR 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022
DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021
ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021
Iterative Semi-parametric Dynamics Model Learning For Autonomous Racing CORL 2020
Semi-Parametric Dynamic Contextual Pricing NIPS 2019
Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019
A Practical Semi-Parametric Contextual Bandit IJCAI 2019
Gaussian Processes for Survival Analysis NIPS 2016
Graphlet decomposition of a weighted network AISTATS 2012