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20182022
most citedJoint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks

8 citations · 15 across the 11 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CL2020

Investigating Pretrained Language Models for Graph-to-Text Generation

Leonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze +1

Graph-to-text generation aims to generate fluent texts from graph-based data. In this paper, we investigate two recently proposed pretrained language models (PLMs) and analyze the…

cs.CL2020

Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs

Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter +2

We present Graformer, a novel Transformer-based encoder-decoder architecture for graph-to-text generation. With our novel graph self-attention, the encoding of a node relies on all…