Calliope: Automatic visual data story generation from a spreadsheet

D Shi, X Xu, F Sun, Y Shi, N Cao - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …

Disentangling the properties of human evaluation methods: A classification system to support comparability, meta-evaluation and reproducibility testing

A Belz, S Mille, DM Howcroft - 2020 - doras.dcu.ie
Current standards for designing and reporting human evaluations in NLP mean it is
generally unclear which evaluations are comparable and can be expected to yield similar …

A study of automatic metrics for the evaluation of natural language explanations

M Clinciu, A Eshghi, H Hastie - arxiv preprint arxiv:2103.08545, 2021 - arxiv.org
As transparency becomes key for robotics and AI, it will be necessary to evaluate the
methods through which transparency is provided, including automatically generated natural …

Data-driven news generation for automated journalism

L Leppänen, M Munezero… - Proceedings of the …, 2017 - aclanthology.org
Despite increasing amounts of data and ever improving natural language generation
techniques, work on automated journalism is still relatively scarce. In this paper, we explore …

Describing a knowledge base

Q Wang, X Pan, L Huang, B Zhang, Z Jiang, H Ji… - arxiv preprint arxiv …, 2018 - arxiv.org
We aim to automatically generate natural language descriptions about an input structured
knowledge base (KB). We build our generation framework based on a pointer network which …

Knowledge graph based natural language generation with adapted pointer-generator networks

W Li, R Peng, Y Wang, Z Yan - Neurocomputing, 2020 - Elsevier
Pointer-generator networks have recently shown superior performance in Natural Language
Generation (NLG) tasks, such as automatic generating descriptions for entities in Knowledge …

Towards comprehensive description generation from factual attribute-value tables

T Liu, F Luo, P Yang, W Wu, B Chang… - Proceedings of the 57th …, 2019 - aclanthology.org
The comprehensive descriptions for factual attribute-value tables, which should be accurate,
informative and loyal, can be very helpful for end users to understand the structured data in …

Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods

C van der Lee, E Krahmer… - Proceedings of the 11th …, 2018 - aclanthology.org
The current study investigated novel techniques and methods for trainable approaches to
data-to-text generation. Neural Machine Translation was explored for the conversion from …

[PDF][PDF] Infobox-to-text generation with tree-like planning based attention network

Y Bai, Z Li, N Ding, Y Shen, HT Zheng - Proceedings of the Twenty-Ninth …, 2021 - ijcai.org
We study the problem of infobox-to-text generation that aims to generate a textual
description from a key-value table. Representing the input infobox as a sequence, previous …