10 citations · 26 across the 17 of their papers we have counts for
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cs.CL2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BigScience Workshop, :, Teven Le Scao +391
Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to wi…
cs.CL2022★ 2 cited
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models
Zdeněk Kasner, Ioannis Konstas, Ondřej Dušek
Pretrained language models (PLMs) for data-to-text (D2T) generation can use human-readable data labels such as column headings, keys, or relation names to generalize to out-of-doma…
cs.CL2022
Neural Pipeline for Zero-Shot Data-to-Text Generation
Zdeněk Kasner, Ondřej Dušek
In data-to-text (D2T) generation, training on in-domain data leads to overfitting to the data representation and repeating training data noise. We examine how to avoid finetuning p…