Natural language understanding and analysis
1.Semantic Analysis
Semantic parsing
Sentiment analysis (comments, feedback)
Intent recognition (customer service conversations, user queries)
Entity extraction (names, places, events)
2.Text Classification
Text classification
Topic label generation (such as news classification)
Spam detection
3.Knowledge Reasoning
Knowledge Reasoning
Logical problem solving (mathematics, common sense reasoning)
Causal analysis (event correlation)