We explore several new models for document relevance ranking, building upon the Deep Relevance Matching Model (DRMM) of Guo et al. (2016). Unlike DRMM, which uses context-insensitive encodings of terms and query-document term interactions, we inject rich context-sensitive encodings throughout our models, inspired by PACRR’s (Hui et al., 2017) convolutional n-gram matching features, but extended … Sigue leyendo Deep Relevance Ranking using Enhanced Document-Query Interactions
Categoría: Cosas Interesantes
The effect of privacy choice in cookie notices on consumers’ perceived fairness of frequent price changes
Recent regulatory changes (i.e., General Data Protection Regulation of the European Union) enforce that seller (e.g., retail and service) and all other websites disclose through cookie notices which data they collect and store. At the same time, websites must allow consumers to disagree to the tracking of their browsing behavior. Despite sellers' concern about the … Sigue leyendo The effect of privacy choice in cookie notices on consumers’ perceived fairness of frequent price changes
Attention Is All You Need
The dominant sequence transduction models are based on complex recurrent or convolutional neural networks that include an encoder and a decoder. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely. … Sigue leyendo Attention Is All You Need
Market Shares Are Not Zipf-Distributed
The distribution of market shares within an industry is a relevant performance measure for managers and policy makers, allowing the determination of whether a given industry is competitive or not. Usually, the perfect competition model is the reference to judge the efficiency of markets. However, there are empirical studies that show that one of the … Sigue leyendo Market Shares Are Not Zipf-Distributed
Design; Beauty and User Satisfaction
This study was about the relationship between product aesthetics and user satisfaction in some of user based design methods (UCD, KE, UX, and PD). Also we tried to know how beauty will appear in the product and perceived by users, and how can beauty result in user satisfaction by mentioned methods. So, we introduced some … Sigue leyendo Design; Beauty and User Satisfaction
Javier Catalán de la Puente 