VisuaLLM: Easy Web-based Visualization for Neural Language Generation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3A10475733" target="_blank" >RIV/00216208:11320/23:10475733 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2023.inlg-demos.3" target="_blank" >https://aclanthology.org/2023.inlg-demos.3</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
VisuaLLM: Easy Web-based Visualization for Neural Language Generation
Original language description
VisuaLLM is a Python library that enables interactive visualization of common tasks in natural language generation with pretrained language models (using HuggingFace's model API), with tight integration of benchmark datasets and fine-grained generation control. The system runs as a local generation backend server and features a web-based frontend, allowing simple interface configuration by minimal Python code. The currently implemented views include data visualization, next-token prediction with probability distributions, and decoding parameter control, with simple extension to additional tasks.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
R - Projekt Ramcoveho programu EK
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 16th International Natural Language Generation Conference: System Demonstrations
ISBN
979-8-89176-003-5
ISSN
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e-ISSN
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Number of pages
3
Pages from-to
6-8
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Prague, Czechia
Event date
Sep 11, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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