metrics- a list of metric names used to evaluate the methods (list of strings) rowsa list of rows in the SOTA table, a list ofSotaRowobjects (list) SotaRow ASotaRowobject represents one line of the SOTA table, it has these fields: ...
No More Tuning - Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods Optimizing Airbnb Search Journey with Multi-task Learning Perceive Your Users in Depth - Learning Universal User Representations from Multiple E-commerce Tasks Personalized Approximate Pareto-Efficient Recommendation...
To get to this point, LLMs were trained on huge corpuses of data. The specifics vary a little bit between the different LLMs—depending on how careful the developers are to fully acquire the rights to the materials they're using—but as a general rule, you can assume that they've bee...
a query and a set of key-value pairs to an output, where the query, keys, values, and output are all vectors. The output is computed as a weighted sum of the values, where the weight assigned to each value is computed by a compatibility function of the query with the corresponding ...
Methods Corpus linguistic studies are combined in this DNVA study to examine the news values construed in: (1) keywords and concordances, in order to identify the focus of the reporting (Baker, 2006); (2) labels identifying “maritime security”, to highlight the aspects of the news entity...
Accelerating science with human-aware artificial intelligence Article13 July 2023 Main The corpus of scientific literature grows at an ever-increasing speed. Specifically, in the field of artificial intelligence (AI) and machine learning (ML), the number of papers every month is growing exponentially...
However, both methods require pre-defined kernels. 6. Applications of disentanglement in medical imaging We now survey medical image analysis papers using disentangled representations in a diverse set of challenging tasks. Strategy. We use the search expression “(disentanglement OR disentangled OR ...
41 methods 9662 papers with code Sequence To Sequence Models 23 methods 3262 papers with code Time Series Analysis 14 methods 947 papers with code Temporal Convolutions 8 methods 283 papers with code Bidirectio
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The corpus includes both essays by native speakers, written as part of the psychometric exam that is used to assess their future success in academic studies; and essays authored by non-native speakers, with three different native languages, that were written as part of a language aptitude test....