FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
We present FIESTA, a model selection approach that significantly reduces the computational resources required to reliably identify …
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis
Lack of repeatability and generalisability are two significant threats to continuing scientific development in Natural Language …
Towards Interactive Multidimensional Visualisations for Corpus Linguistics
We propose the novel application of dynamic and interactive visualisation techniques to support the iterative and exploratory …
Learning Tone and Attribution for Financial Text Mining
Attribution bias refers to the tendency of people to attribute successes to their own abilities but failures to external factors. In a …
Domain Adaptation using Stock Market Prices to Refine Sentiment Dictionaries
As part of a larger project where we are examining the relationship and influence of news and social media on stock price, here we …