539 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Massachusetts Institute of TechnologyUS15 papers
- Sandia National LaboratoriesUS11 papers
- Harvard UniversityUS8 papers
- Brookhaven National LaboratoryUS7 papers
- Eaton (United States)US7 papers
- University of Maryland, College ParkUS7 papers
- University of ArizonaUS6 papers
- George Mason UniversityUS5 papers
- University of VermontUS5 papers
- University of WashingtonUS4 papers
- California Institute of TechnologyUS3 papers
- Center for Astrophysics Harvard & SmithsonianUS3 papers
3 papers · 2 filters
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains
Jaromir Savelka, Hannes Westermann, Karim Benyekhlef +15
In this paper, we examine the use of multi-lingual sentence embeddings to transfer predictive models for functional segmentation of adjudicatory decisions across jurisdictions, leg…
Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion and Sentiment Classification
Jared Mowery
Background: When neural network emotion and sentiment classifiers are used in public health informatics studies, biases present in the classifiers could produce inadvertently misle…
Augmenting semantic lexicons using word embeddings and transfer learning
Thayer Alshaabi, Colin M. Van Oort, Mikaela Irene Fudolig +3
Sentiment-aware intelligent systems are essential to a wide array of applications. These systems are driven by language models which broadly fall into two paradigms: Lexicon-based…