TIL: Duplications
Between Test and Training data!
TIL: Annotation Datasets
Let's study annotators
TIL: Punderstanding
Computational Pun-derstanding that is.
TIL: DALC
A Dutch Abbusive Language Corpus
TIL: Generating Receipts
This is a really cool use-case for Blender.
TIL: Annotators vs. Tasks
Are We Modeling the Task or the Annotator?
TIL: Won't Predict via Disagreement
Learning from Teachers, more Literally
TIL: Active Churning
Randomly Sampling is a Strong Benchmark
TIL: Active Churning
Randomly Sampling is a Strong Benchmark
TIL: Active Street Signs
Neat usecase for Active Learning.
TIL: Perfect Fit
Oh boy...
TIL: Active, but Visual, Learning
Colors and Convex Hulls
TIL: The Story Theory
Statistics, Storks and Babies
TIL: Vulnerable Contributions at Scale
Via Github Copilot!
TIL: VADER - rule based sentiment
Seems like a sensible baseline.
TIL: Linkrot is a Huge Problem
It's frequent and has hidden nasty bits.
TIL: Learning to Place
Classification as a Heavy-Tail Regressor
TIL: Pandas Timestamp Limitations
Don't predict too far into the future.
TIL: Running git from Another Folder
And a use-case for it!
TIL: Big Git Repos
And How to Clone Them.
TIL: Optimal Seeds
Manual_seed(3407) is All You Need
TIL: 1.4 Million Jupyter Notebooks
And only 24.1% of them actually ran.
TIL: Sentiment and Bias
Exploring Huggingface while I'm at it.
TIL: Gorilla Hypotheses
A hypothesis *can* be a liability.
TIL: Scots Wikipedia
The Saga continues in Embeddings
TIL: Analytics Providers
It's Numbers that Differ!
TIL: poke2vec
As in ... text embeddings!
TIL: Markdown Ticks
And how to render them.
TIL: Pandas Format
Pretty table renders.
TIL: Stopwords
They're not very consistent.
TIL: Dixit Data
How a Great Game became a Grand Challenge
TIL: Label Errors
How to find LOTS of them.
TIL: Confidence vs. Variability
Tracking Metrics over Epochs to Understand Labels Better.
TIL: DnD Data
There's a lot of it.
TIL: Shaded Screenshots
A "shortcut" with 4 keys.
TIL: Copilot & Pytest
Pytest vs. Parrot
TIL: metatags.io
It's a great helper
TIL: Copilot & Submodules
Autocomplete Might be Better
TIL: Github Actions as a Number
Is it big or is it small?
TIL: Plenty of Bad Labels
Data Quality Strikes Again
TIL: Recursive HTML
I *really* like Svelte.
TIL: Clusters of Risk
Graphs Mostly
TIL: Urban Dictionary Embeddings
It's an entertaining idea.
TIL: Gensim Koan
Ten Year Old Bug?
TIL: Tesla vs. Stoplights
Data Quality Strikes Again
TIL: Kolektor
My take on Git-Scraping[tm]
TIL: Flight Simulatoops
Data Quality Strikes Again