12 February 2019
26 January 2019
22 January 2019
Huginn
Labels:
artificial intelligence
,
big data
,
data science
,
intelligent web
,
multiagents
,
webcrawler
19 January 2019
17 January 2019
NLP Games with Purpose
Games with a purpose are essentially types of games applied to annotations in NLP to make the process fun for the oracle (annotator), often in a crowdsourced manner. A few examples in context are listed below:
- Phrase Detective
- Sentiment Quiz
- Guess What
- ESP Game
Active Learning
Active Learning Approaches:
- Pool-based Sampling
- Member Query Synthesis
- Stream-based Selective Sampling
- Uncertainty Sampling
- Query-by-Committee
- Expected Model Change
- Expected Error Reduction
- Variance Reduction
- Density-Weighted Methods
- Query from Diverse Subspaces
- Exponential Gradient Exploration
- Balance Exploration and Exploitation
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