“Hulan-2014-01-22”版本间的差异
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(相同用户的4个中间修订版本未显示) | |||
第1行: | 第1行: | ||
− | + | =Question Answer System Development= | |
− | + | ||
− | + | ||
− | + | ||
− | * | + | ==States== |
− | :* | + | * Index built with both standard and extended questions |
− | :* Team | + | * 80% accuracy when matching these questions |
+ | :* Template confusion | ||
+ | :* Template not complete | ||
+ | |||
+ | * Solution | ||
+ | :* When matching questions, first match chatting patterns considering edit distance | ||
+ | :* When matching professional patterns, considering distance as well after Lucent search | ||
+ | :* Template should be designed to cover rationale questions, while search should handle general queries | ||
+ | :* Should enrich template, and add the template in search | ||
+ | :* Second pass search with advanced scoring | ||
+ | |||
+ | * Implementation details | ||
+ | :* Increase template loading, using memory map | ||
+ | :* N-best output | ||
+ | :* Delete rules by graph labeling, periodic update | ||
+ | |||
+ | ==Advanced topics== | ||
+ | * database QA | ||
+ | * Word semantic expansion | ||
+ | |||
+ | =Team Management= | ||
+ | :* structure and non structure system integration | ||
+ | :* explore new applications of the current technologies | ||
+ | :* Setup a rush-hour team to boost Huilan QA, target for 70% |
2014年1月22日 (三) 04:24的最后版本
Question Answer System Development
States
- Index built with both standard and extended questions
- 80% accuracy when matching these questions
- Template confusion
- Template not complete
- Solution
- When matching questions, first match chatting patterns considering edit distance
- When matching professional patterns, considering distance as well after Lucent search
- Template should be designed to cover rationale questions, while search should handle general queries
- Should enrich template, and add the template in search
- Second pass search with advanced scoring
- Implementation details
- Increase template loading, using memory map
- N-best output
- Delete rules by graph labeling, periodic update
Advanced topics
- database QA
- Word semantic expansion
Team Management
- structure and non structure system integration
- explore new applications of the current technologies
- Setup a rush-hour team to boost Huilan QA, target for 70%