Lawhy
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Parent(s):
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update
Browse files
README.md
CHANGED
@@ -11,6 +11,111 @@ size_categories:
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- 1M<n<10M
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language:
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- en
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---
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# OntoLAMA: LAnguage Model Analysis for Ontology Subsumption Inference
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@@ -79,4 +184,11 @@ Apache License, Version 2.0
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### Citation Information
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-
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- 1M<n<10M
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language:
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- en
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dataset_info:
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- config_name: schemaorg-atomic-SI
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features:
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- name: v_sub_concept
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dtype: string
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- name: v_super_concept
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': negative_subsumption
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'1': positive_subsumption
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- name: axiom
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dtype: string
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splits:
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- name: train
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num_bytes: 103485
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num_examples: 808
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- name: validation
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num_bytes: 51523
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num_examples: 404
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- name: test
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num_bytes: 361200
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num_examples: 2830
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download_size: 82558
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dataset_size: 516208
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- config_name: doid-atomic-SI
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features:
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- name: v_sub_concept
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dtype: string
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- name: v_super_concept
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': negative_subsumption
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'1': positive_subsumption
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- name: axiom
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dtype: string
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splits:
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- name: train
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num_bytes: 15803053
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num_examples: 90500
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- name: validation
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num_bytes: 1978584
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num_examples: 11312
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- name: test
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num_bytes: 1977582
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num_examples: 11314
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download_size: 3184028
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dataset_size: 19759219
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- config_name: foodon-atomic-SI
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features:
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- name: v_sub_concept
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dtype: string
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- name: v_super_concept
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': negative_subsumption
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'1': positive_subsumption
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- name: axiom
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dtype: string
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splits:
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- name: train
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num_bytes: 128737404
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num_examples: 768486
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- name: validation
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num_bytes: 16090857
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num_examples: 96060
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- name: test
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num_bytes: 16098373
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num_examples: 96062
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download_size: 28499028
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dataset_size: 160926634
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- config_name: go-atomic-SI
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features:
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- name: v_sub_concept
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dtype: string
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- name: v_super_concept
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': negative_subsumption
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'1': positive_subsumption
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- name: axiom
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dtype: string
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splits:
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- name: train
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num_bytes: 152537233
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num_examples: 772870
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- name: validation
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num_bytes: 19060490
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num_examples: 96608
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- name: test
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num_bytes: 19069265
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num_examples: 96610
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download_size: 32379717
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dataset_size: 190666988
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---
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# OntoLAMA: LAnguage Model Analysis for Ontology Subsumption Inference
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### Citation Information
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```
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@article{he2023language,
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title={Language Model Analysis for Ontology Subsumption Inference},
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author={He, Yuan and Chen, Jiaoyan and Jim{\'e}nez-Ruiz, Ernesto and Dong, Hang and Horrocks, Ian},
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journal={arXiv preprint arXiv:2302.06761},
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year={2023}
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}
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```
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