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29 posts with 1+ points since 2022

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Hacker News Posts
Title Points Comments Date
Beware of Unreliable Data in Model Evaluation: A LLM Prompt Selection Case … 66 -- 2023-06-29
An open-source platform to catch all sorts of issues in all sorts … 6 -- 2024-02-21
Train and Deploy Reliable Models on Messy Real-World Data with a Few … 5 -- 2023-07-24
Detecting Dataset Drift and Non-IID Sampling: A K-Nearest Neighbors Approach 4 -- 2023-05-30
Training Transformer Networks in Scikit-Learn? 4 -- 2023-03-09
ActiveLab: Active Learning with Data Re-Labeling 4 -- 2023-03-02
Scaling human LLM Evals with open source crowdlab 4 -- 2024-08-08
CleanVision: Audit Your Image Data for Better Computer Vision 4 -- 2023-03-22
Ensuring Reliable Few-Shot Prompt Selection for LLMs 3 -- 2023-08-15
Show HN: How simple (but clever) algorithms can find label issues in … 3 -- 2022-09-08
Assessing the Quality of Synthetic Data with Data-Centric AI 2 -- 2023-07-12
OpenAI's o1 surpassed using the Trustworthy Language Model 2 -- 2024-10-21
Automatically Find and Fix Issues in Multi-Label Datasets 2 -- 2023-10-17
Detecting Errors in Numerical Data via Any Regression Model 2 -- 2023-09-18
The Future of Relevance Determination: Leveraging AI for Enhanced E-Discovery 2 -- 2023-08-03
Enhancing Product Analytics and E-commerce with Data-centric AI 2 -- 2023-07-06
Reduce Prediction Error Rate by 70% in Your XGBoost Model 2 -- 2023-02-06
Crowdlab: Effective algorithms to handle data labeled by multiple annotators 2 -- 2022-10-05
Cleanlab 2.0: Automatically Find Errors in ML Datasets 2 -- 2022-04-21
Overcoming Hallucinations with the Trustworthy Language Model 2 -- 2024-04-25
Automated Correction of Satellite Imagery Data 2 -- 2023-09-20
Datalab: A Linter for ML Datasets 2 -- 2023-05-18
Detecting Annotation Errors in Semantic Segmentation Data 1 -- 2023-11-02
Generate Better Synthetic Image Datasets with Prompt Engineering and Evaluation 1 -- 2023-10-05
Automated Quality Assurance for Object Detection Datasets 1 -- 2023-09-26
Cleanlab now supports all major ML tasks 1 -- 2023-09-14
Most AI and Analytics are impaired by data issues. Now AI can … 1 -- 2023-07-31
Automated Data Quality at Scale 1 -- 2023-07-27
Automatically Detect Annotation Errors in Image/Text Tagging Datasets 1 -- 2022-11-29
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