Matches in SemOpenAlex for { <https://semopenalex.org/work/W3034806906> ?p ?o ?g. }
- W3034806906 abstract "Distributional semantic models have become a mainstay in NLP, providing useful features for downstream tasks. However, assessing long-term progress requires explicit long-term goals. In this paper, I take a broad linguistic perspective, looking at how well current models can deal with various semantic challenges. Given stark differences between models proposed in different subfields, a broad perspective is needed to see how we could integrate them. I conclude that, while linguistic insights can guide the design of model architectures, future progress will require balancing the often conflicting demands of linguistic expressiveness and computational tractability." @default.
- W3034806906 created "2020-06-19" @default.
- W3034806906 creator A5041079942 @default.
- W3034806906 date "2020-01-01" @default.
- W3034806906 modified "2023-09-24" @default.
- W3034806906 title "What are the Goals of Distributional Semantics?" @default.
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