Our model achieves excellent results in cross-lingual natural language inference (NLI). Performance on this task is a strong indicator of how well the model represents the meaning of a sentence. We consider the zero-shot setting; in other words, we train the NLI classifier on English and then...
Property NameDefaultMeaningSince Version spark.jsl.settings.pretrained.cache_folder ~/cache_pretrained The location to download and exctract pretrained Models and Pipelines. By default, it will be in User's Home directory under cache_pretrained directory 3.2.0 spark.jsl.settings.storage.cluster_tmp_...
Also, as used in the description herein and throughout the claims that follow, the meaning of “in” includes “in” and “on” unless the context clearly dictates otherwise. Thus, while particular embodiments have been described herein, latitudes of modification, various changes, and ...
Bengali, and Lao). A node in the graph represents a hypothesized region of the given term, and connections are created from acoustically similar hypothesized regions. The STD system is based on fuzzy matching and different word/subword units (...
NaturalLanguageishighlyambiguous. Syntacticambiguity –Thepresidentspoketothenationabouttheproblemofdruguseinthe schoolsfromonecoasttotheother. –has720parses. –Ex: “totheother”canattachtoanyofthepreviousNPs(ex.“the problem”),ortheheadverb 6places “fromonecoast”has5placestoattach … 4 WhyisNLP...
The questions are based on a specific type of pronoun resolution problem known as a Winograd Schema, which requires the machine to understand the meaning of a sentence in order to correctly identify the referent of a pronoun. The questions for the challenge were created by the organizers. ...