SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications.
Zexuan ZhongJiaqi GuoWei YangJian PengTao XieJian-Guang LouTing LiuDongmei ZhangPublished in: EMNLP (2018)
Keyphrases
- regular expressions
- natural language
- formal language
- pattern matching
- finite state machines
- query language
- written in natural language
- finite automata
- xml schema
- formal semantics
- operational semantics
- semantic representation
- logical formulas
- query containment
- semistructured data
- deterministic finite automata
- machine learning
- regular path queries
- tree automata
- high level
- natural language processing
- schema mappings
- logic programming
- regular languages
- knowledge representation
- data exchange
- information extraction
- query answering
- conceptual model
- database