Title of Competition
stringclasses
343 values
Title of Writeup
stringlengths
6
139
User
stringclasses
1 value
Writeup
stringlengths
419
80.4k
Kaggle - LLM Science Exam
70th place solution (PB:0.907) and PB:0.911 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
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: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
82th 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
85th place solution; 0.906 public and private scores; our 2nd back to back medal; kaggle experts 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: Kaggle - LLM Science Exam <|user|>Explain and teach me concepts from Kaggle comp...
Kaggle - LLM Science Exam
From nothing to something... a 103 LB jump!
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
How the 300 validation dataset is generated & 57th 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
Kaggle LLMSE 86th 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
Public Top3 -> Private Top15 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
Top 100 Solution - Fast RAPIDS TF-IDF RAG - 2xT4 GPU Acceleration!
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
[76th Place solution] - STEM WIKI Data filtering & Lesson learned points
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
[8th Public / 18th Private] - Full Wikipedia Passage-level Retrieval
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
🏅Top 6% - 149 Rank solution (Ensembling techniques + Training/inferencing)
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...
Kore 2022
10th place solution (Team Breakfast)
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
20th place solution: rule-based economic 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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
2nd place solution - Rule based
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
3rd place solution - attack the opponent's second shipyard
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
4th place solution - rule based
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
60th place solution : A* algorithm for pathfinding
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
Writing a fast simulator
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
Kore 2022
[1 Musketeer] 5th place solution: Rules based
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: Kore 2022 <|user|>Explain and teach me concepts from Kaggle competition solution...
LANL Earthquake Prediction
#194 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
#6 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
10th place solution (Amjad's view)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
15th Place Memo and CV Scheme
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
179th place / top 5% (not submitted) solution - first 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
19th place solution (GBDT + post-processing)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
22nd place solution described (molaee)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
24th place single model (didn't submit)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
27th 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
3rd place memo
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
87th place private and 1st place public 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
8th solution. XGBoost and Dataset balancing
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Congrats, and my 5 min lottery tickets (81th place/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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
My no-test-leak 23rd 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
My one trick for feature selection/data augmentation (183rd 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
One Feature, No ML, Gold Medal Range
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Our 35th place model ... (didn't submit)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Short summary for our approach (public 5th -> private 212th)
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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Some elements of 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
That One Sure 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Unconventional gold (16th 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
Virtual LB 130th: Mel spectrogram feature + class balance simple 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LANL Earthquake Prediction
fast.ai, a viable time series 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: LANL Earthquake Prediction <|user|>Explain and teach me concepts from Kaggle com...
LLM - Detect AI Generated Text
113th solution: Reranking with Two-Stage Prediction
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
12th place solution: DeBERTa + TF-IDF
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
13th place solution - Transformers 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
18th place solution Generating Adversarial Data
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
24th solution: DeBERTa & TF-IDF Vectorizer Ensemble
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
25th Place Solution for DAIGT (Public LB: 0.966 Private LB: 0.927)
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
29th 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
2nd place solution with code and data
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
42th solution: BPE + LSTM-Transformer-CNN + DistillRoberta + Superfast Unsupervised
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
5th place solution: 1.7 million training examples + domain adaptation
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
6nd 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
98th Place Solution for the DAIGT Competition: TF-IDF + fastText + Distilbert + pseudolabels + instance weighting
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
A kaggle newbie's 🥈23rd solution: Just follow-up excellent public works & ideas
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
Comprehensive 1st Place Write-Up
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
KeyboardAug - Private LB 0.935 Public LB 0.929
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
Learning log from the competition 🥈 - draft to be updated
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
Winning Solution 34th Solution (Possible 22nd Solution) LB Public: 0.954 LB Private: 0.92
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[121st Solution] You Can Achieve PB 0.929 Only Use TF-IDF
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[138 -> 1620th place], sharing my findings...
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[1st Place Efficiency Prize] Scientific Journal
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[1st Public/9th Private] LLMLab - 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[21th Solution] Secret Sauce [0.986 Public - Selected Private: 0.932 Best:0.957]
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[3rd Place Efficiency Prize] Simple 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[4th Place Solution] A Summary of Combined Arms 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[5th Place Solution in Efficiency Prize] 327th Place in Private LB
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[7th Place Solution in Efficiency Prize]
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[7th Place Solution] Generate Data with Non-Instruction-Tuned 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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[8th LB Solution] Linguistic Features: PPL & GLTR
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text
[Solution of 4th Place in Efficiency LB]
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: LLM - Detect AI Generated Text <|user|>Explain and teach me concepts from Kaggle...
Large Scale Hierarchical Text Classification
Winning Solution Description
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: Large Scale Hierarchical Text Classification <|user|>Explain and teach me concep...
Learning Equality - Curriculum Recommendations
10th 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
18th place Solution -Thank You !
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
24th 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
31st 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
32th 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
39th 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
3rd 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
73rd 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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Learning Equality - Curriculum Recommendations
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: Learning Equality - Curriculum Recommendations <|user|>Explain and teach me conc...
Liberty Mutual Group - Fire Peril Loss Cost
After shock, Let's talk about 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: Liberty Mutual Group - Fire Peril Loss Cost <|user|>Explain and teach me concept...