Нейрондық генерация модельдері
method
ID: neuralgenerationmodels
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AbstractText generation often requires high-precision output that obeys task-specific rules. This fine-grained control is difficult to enforce with off-the-shelf deep learning models. In this work, we consider augmenting neural generation …...
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation
AbstractWe study the task of long-form opinion text generation, which faces at least two distinct challenges. First, existing neural generation models fall short of coherence, thus requiring efficient content planning. …...
Barch: an English Dataset of Bar Chart Summaries
AbstractWe present Barch, a new English dataset of human-written summaries describing bar charts. This dataset contains 47 charts based on a selection of 18 topics. Each chart is associated with …...