18280181. LEARNING APPARATUS, LEARNING METHOD AND PROGRAM simplified abstract (NIPPON TELEGRAPH AND TELEPHONE CORPORATION)
Contents
LEARNING APPARATUS, LEARNING METHOD AND PROGRAM
Organization Name
NIPPON TELEGRAPH AND TELEPHONE CORPORATION
Inventor(s)
LEARNING APPARATUS, LEARNING METHOD AND PROGRAM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18280181 titled 'LEARNING APPARATUS, LEARNING METHOD AND PROGRAM
Simplified Explanation
- A learning apparatus with memory and processor converts input text data into a feature amount sequence based on a language model. - The processor updates parameters of the language model using the text data, feature amount sequence, and a pre-learned word vector.
- Potential Applications:**
- Natural language processing - Text analysis and summarization - Sentiment analysis - Machine translation
- Problems Solved:**
- Improving language model accuracy - Enhancing text data processing efficiency - Facilitating automated text analysis tasks
- Benefits:**
- Increased accuracy in language processing - Improved performance in text analysis - Enhanced capabilities in machine learning applications
Original Abstract Submitted
A learning apparatus includes a memory and at least one processor connected to the memory, wherein the processor configured to: convert input text data into a feature amount sequence based on a language model; and update parameters of the language model based on the text data, the feature amount sequence, and a word vector learned in advance.
