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Jigsaw Multilingual Toxic Comment Classification
8th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Multilingual Toxic Comment Classification <|user|>Explain and teach me co...
Jigsaw Multilingual Toxic Comment Classification
Second silver in one week
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Multilingual Toxic Comment Classification <|user|>Explain and teach me co...
Jigsaw Multilingual Toxic Comment Classification
🏅 Best single models 🏅
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Multilingual Toxic Comment Classification <|user|>Explain and teach me co...
Jigsaw Rate Severity of Toxic Comments
118th, Comparison-based Approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
11th & 44th place solution - toxidity as percentile
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
12th Solution – Trust Your CV
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
14th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
1st place solution with code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
24th Place: Late Interaction + TPUs + More
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
27th Solution - What Worked and What Didn't for Me...
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
41st solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
4th - This is Great! - Shared Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
52nd - Silver Medal - RAPIDS Forest Inference Library!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
5th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
62nd Place solution and what I learnt and tried
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
6th Place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
76 place and Lesson Learned
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
7th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
84th Place Approach (Trust the right CV)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
99th place solution - silver
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
A Detoxify solution (#3)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Creativity and CV [golden medal level solution: private 0.813]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Customed loss(10th solution)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Detoxify Baseline ended up in the silver zone!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Forgotten Silver Medal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Learning To Rank (#26)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
My First Silver Medal: Solution Approach (Simple & Single model)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Pretrained model benchmark + 0.769 Private LB solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Private score 0.81148. What could've been the 5th place solution (Single model)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Single Bert [1 epoch] to get silver medal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Toxic Solution and Review (2nd Place)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Trust your CV?
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
Unselected top scored simple Kmeans solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
[45th solution]Lucky Beginner's only 1 submission
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
[9th solution] Ensemble of 5 external dataset transformers
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Rate Severity of Toxic Comments
[Simplest Gold medal ?]11th solution (Ridge + Detoxify + LightGBM)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Rate Severity of Toxic Comments <|user|>Explain and teach me concepts fro...
Jigsaw Unintended Bias in Toxicity Classification
106th place solution (21 models blend)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
10th place late writeup[code available now]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
11th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
14th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
16th @ Jigsaw Unintended Bias
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
1ST PLACE SOLUTION
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
27th Public Solution (kernels only)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
29th LB And LB 0.94376 for single Bert-Base
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
2nd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
32nd Place Solution Summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
3rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
52th Public Solution – Newbie Lessons learned
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
5th place
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
7th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
8th Place Solution (4 models simple avg)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
9th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
FULL CODE 4th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Fake 13.5th Solution (Real 77th) NO PytorchBERT only keras
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Kernel For Training Bert (The real stuff)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Loss function and a short report (LB: 5)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Nuances of bias in machine learning (In Dimension C-132)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Public LB Top 10, Private LB Top 26 Solution (Single Bert - 0.94560)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
Sklearn Logistic Regression Solution!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
Jigsaw Unintended Bias in Toxicity Classification
UET: 18th Private LB (with code)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Unintended Bias in Toxicity Classification <|user|>Explain and teach me c...
KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
4th place code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author Disambiguation Challenge (Track 2) <|user|>Explain and tea...
KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
Solutions
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author Disambiguation Challenge (Track 2) <|user|>Explain and tea...
KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
Source Code of SmallData
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author Disambiguation Challenge (Track 2) <|user|>Explain and tea...
KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
Team Algoithm's papers and slides
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author Disambiguation Challenge (Track 2) <|user|>Explain and tea...
KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
my source code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author Disambiguation Challenge (Track 2) <|user|>Explain and tea...
KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)
Team Algorithm's papers and slides
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2013 - Author-Paper Identification Challenge (Track 1) <|user|>Explain a...
KDD Cup 2014 - Predicting Excitement at DonorsChoose.org
Congrats to STRAYA, NCCU and adamaconguli!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: KDD Cup 2014 - Predicting Excitement at DonorsChoose.org <|user|>Explain and tea...
Kaggle - LLM Science Exam
0.894 without training any model (+ 56th solution)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
10th(11th) Place Solution: This is my first solo gold medal !!!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
12th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
13th place solution: Ensemble context ensemble model
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
13th(14th) place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
14th place solution: An attempt to reverse-engineer the dataset
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
161th place solution(without training a model)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
171st Place Solution - New Kaggle Expert! 🎉
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
17th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
191st place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
19th-place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
1st Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
20th Place (Top 1%, Solo Silver) Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
21st place private LB solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
28th-place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
2nd Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
317th Place Solution for the LLM Science Exam
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
31th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
37th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
3rd place solution [Update + Code links]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
41st Place Solution for the Kaggle - LLM Science Exam
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
45th Place solutions , learnings , trials and what could have been | 0.919/0.917 submitted too late :D
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
47th place solution -- Simple Method Based on Open Codes
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
49th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
4th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
50th Place Solution for the Kaggle - LLM Science Exam Competition
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
53rd place solution: Ensemble model
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
55th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
5th place solution: Llama 2 70B meets Sparse & Dense Retrievals from Own parsed wikipedia dataset
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
64th Place - Elasticsearch to find them all
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
67th Place Solution for the Kaggle - LLM Science Exam Competition
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
69th Place Solution for the LLM Science Exam Competition
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
6th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...