Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?
Liangcai GaoZhuoren JiangYue YinKe YuanZuoyu YanZhi TangPublished in: CoRR (2017)
Keyphrases
- information retrieval
- natural language
- language processing
- question answering
- watermarking algorithm
- information extraction
- information retrieval systems
- natural language processing
- mathematical formulas
- text mining
- information hiding
- knowledge representation
- linguistic analysis
- natural language interface
- watermarking technique
- information visualization
- embedded systems
- search engine
- retrieval effectiveness
- logical formulas
- machine learning
- vector space model
- semantic analysis
- document collections
- computational linguistics
- test collection
- retrieval model
- graph embedding
- language model
- dialogue system
- vector space
- relevant documents
- natural language generation
- semantic interpretation
- query expansion
- document retrieval
- nonlinear dimensionality reduction
- information seeking
- knowledge discovery
- mathematical expressions
- learning to rank
- mathematical proofs