QA test

Laboratory

• Opensource: Natural Language Process
• open system

Tool

• SEMPRE (QA toolkit) [1]
• Z-MERT[2]
• templatemaker[3]

• 可以从一堆输入样板句子中提取他们的不变部分，然后利用模板可以做匹配检查，成分提取等。对清理Web数据，简单的模式学习超级有用

• SPMF: A Java Open-Source Pattern Mining Library

• SPMF is a cross-platform library implemented in Java, specialized for discovering patterns in transaction and sequence databases such as frequent itemsets, association rules and sequential patterns.clustering.

Paper

• 2014-10-08:qa
• 2014-08-22-qalr
• search in ML

• ML for Search and Ads(刘铁岩) NLPCC 2014[4]
• emantic Matching in Search_ADL [5]

• 知识图谱

• Constructing and Mining Web-scale Knowledge Graphs(KDD 2014)[6]
• 垂直知识图谱工具与应用[7]
• 知识图谱：大数据语义链接的基石[8]
• Ontology Reasoning for the Semantic Web and Its Application to Knowledge Graph[]

huilan

• huilian-work
• qa-Algorithm
• others

TEST

• TREC TEST
• NanShanData