A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings.
Ismail AslanYücel TopçuPublished in: CoRR (2021)
Keyphrases
- sentence level
- text corpus
- word level
- noun phrases
- named entities
- syntactic information
- syntactic analysis
- sentence similarity
- training corpus
- sentiment analysis
- case study
- word order
- social media
- co occurrence
- stop words
- syntactic categories
- lexico syntactic
- word sense disambiguation
- natural language
- n gram
- blog posts
- word frequency
- news articles
- sentence pairs
- low dimensional
- ambiguous words
- language independent
- sentiment classification
- dependency relations
- maximum entropy classifier
- word pairs
- dimensionality reduction
- micro blogging
- multi document summarization
- part of speech
- vector space
- question answering
- semantic roles
- word recognition
- word segmentation
- target language
- short text
- linguistic knowledge
- semantic role labeling
- text classification
- information retrieval