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This collection for the paper: Field Order Should Not Matter: Permutation-Invariant Embedding Fine-Tuning for Structured Metadata Retrieval.
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ai4data/devdatabench
Viewer • Updated • 840k • 40 -
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cmnrl
Feature Extraction • 0.1B • Updated • 40 -
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cgist
Feature Extraction • 0.1B • Updated • 46 -
ai4data/devdata-search-noinstruct-small-cgist
Feature Extraction • 33.4M • Updated • 26
This collection for the paper: Field Order Should Not Matter: Permutation-Invariant Embedding Fine-Tuning for Structured Metadata Retrieval.
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ai4data/devdatabench
Viewer • Updated • 840k • 40 -
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cmnrl
Feature Extraction • 0.1B • Updated • 40 -
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cgist
Feature Extraction • 0.1B • Updated • 46 -
ai4data/devdata-search-noinstruct-small-cgist
Feature Extraction • 33.4M • Updated • 26
spaces 6
Running
Agents
AI4Data Data Use Extractor
🔍
Extract dataset usage details from documents
Running
Datause Baseline Viewer
📊
Explore extraction model performance on holdout test set
Sleeping
Data Use Annotation Tool
📖
Annotate your data quickly with an easy labeling tool
Running
Data360 Gallery Interactive
🏆
Explore AI‑generated data visualizations
Paused
Data Use Annotation Tool
📖
Annotate data usage with a secure web tool
Running
MCP
Ai4data Mcp
🐠
Exploring MCP development for development data and resources
models 20
ai4data/datause-extraction
Token Classification • Updated
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cmnrl
Feature Extraction • 0.1B • Updated • 40
ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cgist
Feature Extraction • 0.1B • Updated • 46
ai4data/datause-extraction-v1
Updated • 35
ai4data/devdata-search-noinstruct-small-cgist
Feature Extraction • 33.4M • Updated • 26
ai4data/devdata-search-minilm-l6-cgist
Feature Extraction • 22.7M • Updated • 26
ai4data/devdata-search-harrier-270m-cgist
Feature Extraction • 0.3B • Updated • 30
ai4data/devdata-search-paraphrase-ml-minilm-cmnrl
Feature Extraction • 0.1B • Updated • 25
ai4data/devdata-search-noinstruct-small-asym-cmnrl
Feature Extraction • 33.4M • Updated • 26
ai4data/devdata-search-noinstruct-small-cmnrl
Feature Extraction • 33.4M • Updated • 21
datasets 12
ai4data/datause-holdout
Viewer • Updated • 1.15k
ai4data/datause-train
Preview • Updated • 156
ai4data/datause-train-v1
Viewer • Updated • 13.9k • 43
ai4data/devdatabench
Viewer • Updated • 840k • 40
ai4data/data-snapshot
Viewer • Updated • 952 • 6.1k
ai4data/data-use-jdc-annotation-app-data
Updated • 2.42k
ai4data/gallery-feedback
Updated • 6
ai4data/manual_annotation_prwp
Viewer • Updated • 500 • 9
ai4data/annotation_data
Updated • 3
ai4data/reliefweb-pdfs
Updated • 424