| license: apache-2.0 | |
| language: | |
| - en | |
| base_model: | |
| - nasa-impact/nasa-smd-ibm-v0.1 | |
| pipeline_tag: token-classification | |
| tags: | |
| - astronomy | |
| - uat | |
| # KAILAS | |
| KAILAS (aka Keyword Labeler At SciX aka Indus-UAT-Labeler aka nasa-smd-ibm-v0.1_UAT_Labeler) is a RoBERTa-based, Encoder-only transformer model, domain-adapted for NASA Science Mission Directorate (SMD) applications. It's fine-tuned on scientific journals and articles relevant to NASA SMD, aiming to enhance natural language technologies like information retrieval and intelligent search. | |
| This specific fork was finetuned on SciX Digital Library (https://scixplorer.org/, formerly NASA-ADS) proprietary data to label text with UAT labels (https://astrothesaurus.org/) | |
| ## Model Details | |
| - **Base Model**: RoBERTa | |
| - **Tokenizer**: Custom | |
| - **Parameters**: 125M | |
| ## Training Data | |
| - 18K titles, abstracts, body and acknowledgments from recent, quality astronomy papers | |
| - approximately 217M tokens | |
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