Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages.
Xin TangShanbo ChenLoc DoZhiyu MinFeng JiHeng YuJi ZhangHaiqin ChenPublished in: CoRR (2018)
Keyphrases
- natural language
- language specific
- sentence similarity
- semantic similarity
- language independent
- cross lingual
- text representation
- multi lingual
- similarity measure
- multilingual information retrieval
- text summarization
- machine translation
- semantic analysis
- semantic representation
- natural language processing
- multilingual documents
- text generation
- syntactic structures
- parallel corpus
- syntactic analysis
- natural language sentences
- dependency relations
- text retrieval
- language resources
- cross lingual information retrieval
- keywords
- manually constructed
- target language
- information extraction
- semantic content
- rate distortion
- cross language information retrieval
- natural language generation
- digital libraries
- comparable corpora
- query translation
- cross language
- information retrieval
- semantic information
- bit rate
- semantic web
- co occurrence
- word similarity
- multi document summarization
- bilingual dictionaries
- metadata