Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents.
Pengfei LiuXipeng QiuXinchi ChenShiyu WuXuanjing HuangPublished in: EMNLP (2015)
Keyphrases
- neural network
- recurrent neural networks
- long short term memory
- multi document summarization
- extractive summarization
- document summarization
- document set
- feed forward
- information retrieval
- web documents
- information retrieval systems
- document level
- text segments
- linguistic analysis
- sentence similarity
- text documents
- document collections
- text corpus
- sentence level
- document retrieval
- mutual reinforcement
- document classification
- artificial neural networks
- automatic summarization
- back propagation
- xml documents
- automatic text summarization
- summary generation
- relevant documents
- retrieval systems
- training corpus
- semantic relevance
- phrase extraction
- single document summarization
- natural language
- multiword
- word frequency
- fuzzy logic
- natural language processing
- text summarization
- co occurrence
- neural network model
- document clustering
- semantic information
- question answering
- text classification