Natural language processing: state of the art, current trends and challenges
Natural language processing (NLP) has recently gained much attention for representing and
analyzing human language computationally. It has spread its applications in various fields …
analyzing human language computationally. It has spread its applications in various fields …
Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
TEMOS: Generating Diverse Human Motions from Textual Descriptions
We address the problem of generating diverse 3D human motions from textual descriptions.
This challenging task requires joint modeling of both modalities: understanding and …
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
The field of data visualisation has long aimed to devise solutions for generating
visualisations directly from natural language text. Research in Natural Language Interfaces …
visualisations directly from natural language text. Research in Natural Language Interfaces …
3DALL-E: Integrating text-to-image AI in 3D design workflows
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 …
applications for 3D design workflows and how designers can build 3D models using AI …
Graphologue: Exploring large language model responses with interactive diagrams
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 …
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
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …
and contextualize their insights, and to improve their accessibility for readers with …
Promptmagician: Interactive prompt engineering for text-to-image creation
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 …
powerful capability to generate high-quality images based on natural language prompts …
Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco
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 …
visualization tools. While empirical studies can provide design guidance, we lack a formal …
Natural language to visualization by neural machine translation
Supporting the translation from natural language (NL) query to visualization (NL2VIS) can
simplify the creation of data visualizations because if successful, anyone can generate …
simplify the creation of data visualizations because if successful, anyone can generate …