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Found 11 papers, 1 papers with code
A Corpus of Very Short Scientific Summaries
We present a new summarisation task, taking scientific articles and producing journal table-of-contents entries in the chemistry domain.
Collaborative Training of Tensors for Compositional Distributional Semantics
Type-based compositional distributional semantic models present an interesting line of research into functional representations of linguistic meaning.
Using Sentence Plausibility to Learn the Semantics of Transitive Verbs
The functional approach to compositional distributional semantics considers transitive verbs to be linear maps that transform the distributional vectors representing nouns into a vector representing a sentence.
Evaluation of Simple Distributional Compositional Operations on Longer Texts
Distributional semantic models have been effective at representing linguistic semantics at the word level, and more recently research has moved on to the construction of distributional representations for larger segments of text.
Learning Type-Driven Tensor-Based Meaning Representations
This paper investigates the learning of 3rd-order tensors representing the semantics of transitive verbs.
