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What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning
ML
Anything machine learning
Paper
An academic paper
#19
opened May 10, 2021 by
annarailton
A Primer in BERTology: What We Know About How BERT Works
ML
Anything machine learning
Paper
An academic paper
#18
opened May 10, 2021 by
annarailton
GPT-3: a disappointing paper
Blog post
GPT-3
ML
Anything machine learning
Transformers
#17
opened Dec 16, 2020 by
annarailton
Language, trees, and geometry in neural networks
BERT
Blog post
ML
Anything machine learning
Visualisation
Related to the visualisation or explainability of a ML system
#16
opened Dec 16, 2020 by
annarailton
The story of heads
Blog post
ML
Anything machine learning
Transformers
#15
opened Dec 16, 2020 by
annarailton
Performer Transformer slashes compute costs
Blog post
ML infrastructure
Anything to do with MLOps / hardware etc.
ML
Anything machine learning
Transformers
#14
opened Dec 16, 2020 by
annarailton
How to put machine learning models into production
Blog post
ML infrastructure
Anything to do with MLOps / hardware etc.
ML
Anything machine learning
#13
opened Dec 16, 2020 by
annarailton
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow
ML on code
ML applied to software
ML
Anything machine learning
Question answering
#12
opened Dec 16, 2020 by
annarailton
On the Measure of Intelligence
General AI
ML
Anything machine learning
#11
opened Dec 16, 2020 by
annarailton
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation
ML on code
ML applied to software
ML
Anything machine learning
#10
opened Dec 16, 2020 by
annarailton
Language Models are Few-Shot Learners
General AI
GPT-3
ML
Anything machine learning
Transformers
#9
opened Dec 16, 2020 by
annarailton
Relational inductive biases, deep learning, and graph networks
Graph NNs
ML
Anything machine learning
#8
opened Dec 16, 2020 by
annarailton
Learning to Deceive with Attention-Based Explanations
ML
Anything machine learning
Transformers
#7
opened Dec 16, 2020 by
annarailton
BERT Rediscovers the Classical NLP Pipeline
BERT
ML
Anything machine learning
Transformers
#6
opened Dec 16, 2020 by
annarailton
What Does BERT Look At? An Analysis of BERT's Attention
BERT
ML
Anything machine learning
Transformers
#5
opened Dec 16, 2020 by
annarailton
Are Sixteen Heads Really Better than One?
ML
Anything machine learning
Transformers
#4
opened Dec 16, 2020 by
annarailton
MISIM: A novel code similarity system
ML on code
ML applied to software
ML
Anything machine learning
#3
opened Dec 16, 2020 by
annarailton
Learning Meta-Embeddings by Using Ensembles of Embedding Sets
Embeddings
ML
Anything machine learning
#2
opened Dec 16, 2020 by
annarailton
A review on ranking problems in statistical learning
ML
Anything machine learning
Ranking
#1
opened Dec 16, 2020 by
annarailton
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