DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents.
Gunjan HaldarAman MittalPradyumna GuptaPublished in: CoRR (2021)
Keyphrases
- causal relationships
- pos tagging
- part of speech
- causal models
- word segmentation
- document collections
- data mining
- information retrieval
- bayesian networks
- information retrieval systems
- dependency parsing
- relevant documents
- text documents
- document retrieval
- domain adaptation
- document analysis
- document clustering
- influence diagrams
- user queries
- document classification
- n gram
- web documents
- text classification
- real world
- retrieved documents
- keywords
- pairwise
- latent variables
- natural language processing
- text categorization