Natural language processing: state of the art, current trends and challenges

D Khurana, A Koli, K Khatter, S Singh - Multimedia tools and applications, 2023 - Springer
Natural language processing (NLP) has recently gained much attention for representing and
analyzing human language computationally. It has spread its applications in various fields …

Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

TEMOS: Generating Diverse Human Motions from Textual Descriptions

M Petrovich, MJ Black, G Varol - European Conference on Computer …, 2022 - Springer
We address the problem of generating diverse 3D human motions from textual descriptions.
This challenging task requires joint modeling of both modalities: understanding and …

Chat2VIS: generating data visualizations via natural language using ChatGPT, codex and GPT-3 large language models

P Maddigan, T Susnjak - Ieee Access, 2023 - ieeexplore.ieee.org
The field of data visualisation has long aimed to devise solutions for generating
visualisations directly from natural language text. Research in Natural Language Interfaces …

3DALL-E: Integrating text-to-image AI in 3D design workflows

V Liu, J Vermeulen, G Fitzmaurice… - Proceedings of the 2023 …, 2023 - dl.acm.org
Text-to-image AI are capable of generating novel images for inspiration, but their
applications for 3D design workflows and how designers can build 3D models using AI …

Graphologue: Exploring large language model responses with interactive diagrams

P Jiang, J Rayan, SP Dow, H Xia - Proceedings of the 36th Annual ACM …, 2023 - dl.acm.org
Large language models (LLMs) have recently soared in popularity due to their ease of
access and the unprecedented ability to synthesize text responses to diverse user …

Accessible visualization via natural language descriptions: A four-level model of semantic content

A Lundgard, A Satyanarayan - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …

Promptmagician: Interactive prompt engineering for text-to-image creation

Y Feng, X Wang, KK Wong, S Wang… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Generative text-to-image models have gained great popularity among the public for their
powerful capability to generate high-quality images based on natural language prompts …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

Natural language to visualization by neural machine translation

Y Luo, N Tang, G Li, J Tang, C Chai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Supporting the translation from natural language (NL) query to visualization (NL2VIS) can
simplify the creation of data visualizations because if successful, anyone can generate …