A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives.
Maren PielkaFelix RodeLisa PucknatTobias DeußerRafet SifaPublished in: ICMLA (2022)
Keyphrases
- machine learning
- natural language processing
- machine learning approaches
- machine learning algorithms
- natural language
- long term
- probabilistic model
- statistical model
- learning models
- decision trees
- detection method
- machine learning methods
- complex systems
- parameter estimation
- experimental data
- statistical models
- automatic detection
- inductive learning
- autoregressive
- accurate models
- false positives
- detection algorithm
- data sets
- model selection
- computational intelligence
- information extraction
- prior knowledge
- feature selection
- computer vision
- genetic algorithm
- data mining