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Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection
AnomalyDetection
NLP
#2118
opened Nov 9, 2023 by
icoxfog417
Crosslingual Generalization through Multitask Finetuning
Generation
NLP
#2117
opened Nov 7, 2023 by
icoxfog417
Contrastive Error Attribution for Finetuned Language Models
NLP
Summarization
#2116
opened Nov 7, 2023 by
icoxfog417
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models
Annotation
#2115
opened Nov 7, 2023 by
icoxfog417
A Survey on Machine Learning Techniques for Source Code Analysis
#2113
opened Feb 28, 2023 by
icoxfog417
Text-to-Table: A New Way of Information Extraction
NLP
Transformer
#2112
opened Feb 28, 2023 by
icoxfog417
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
#2110
opened Jan 5, 2023 by
icoxfog417
Do Transformer Modifications Transfer Across Implementations and Applications?
Transformer
#2109
opened Jun 18, 2022 by
icoxfog417
Improving language models by retrieving from trillions of tokens
NLP
Optimization
Transformer
#2108
opened Dec 12, 2021 by
icoxfog417
PolyViT: Co-training Vision Transformers on Images, Videos and Audio
AudioRecognition
CNN
ComputerVision
Video
#2107
opened Dec 4, 2021 by
icoxfog417
TIDE: A General Toolbox for Identifying Object Detection Errors
ComputerVision
Evaluation
Object Detection
Object Detection
#2106
opened Nov 27, 2021 by
icoxfog417
Masked Autoencoders Are Scalable Vision Learners
CNN
Optimization
Transformer
#2105
opened Nov 20, 2021 by
icoxfog417
Training Larger Networks for Deep Reinforcement Learning
CNN
ReinforcementLearning
#2104
opened Nov 13, 2021 by
icoxfog417
Approximate Data Deletion from Machine Learning Models
Privacy
#2103
opened Nov 6, 2021 by
icoxfog417
Parameter Prediction for Unseen Deep Architectures
Optimization
#2100
opened Oct 29, 2021 by
icoxfog417
Hindsight: Posterior-guided training of retrievers for improved open-ended generation
Dialogue/QA
NLP
#2099
opened Oct 23, 2021 by
icoxfog417
Multitask Prompted Training Enables Zero-Shot Task Generalization
NLP
Optimization
Transformer
#2098
opened Oct 23, 2021 by
icoxfog417
TLDR: Extreme Summarization of Scientific Documents
NLP
Summarization
#2097
opened Oct 16, 2021 by
icoxfog417
Unsupervised Neural Machine Translation with Generative Language Models Only
NLP
Transformer
Translation
#2096
opened Oct 16, 2021 by
icoxfog417
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