Calliope: Automatic visual data story generation from a spreadsheet
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 …
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
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 …
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
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 …
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 …
techniques, work on automated journalism is still relatively scarce. In this paper, we explore …
Describing a knowledge base
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 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 …
Generation (NLG) tasks, such as automatic generating descriptions for entities in Knowledge …
Towards comprehensive description generation from factual attribute-value tables
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 …
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
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 …
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
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 …
description from a key-value table. Representing the input infobox as a sequence, previous …