datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
chaos-mnli-ambiguityChaos NLI MNLI portion with gini coefficient pre-computed (from 0 to 1)
High gini means unambiguous inference.
@inproceedings{xzhou2022distnli,
Author = {Xiang Zhou and Yixin Nie and Mohit Bansal},
Booktitle = {Findings of the Association for Computational Linguistics: ACL 2022},
Publisher = {Association for Computational Linguistics},
Title = {Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning},
Year = {2022}
}
ambiguity-casebook
Dual-Use Ambiguity Casebook
A 35-row, single-annotator research corpus for studying context-sensitive
adjudication in AI-mediated biology. Records follow one exact 21-field schema
and cover six descriptive categories.
This is a dataset release, not a model leaderboard, compliance tool, or
laboratory guide. Raw model responses, model-comparison results, live-provider
evaluation code, and adversarial failure-mode material are intentionally
excluded.
Dataset structure… See the full description on the dataset page: https://huggingface.co/datasets/jang1563/ambiguity-casebook.legal_ambiguity_identification
Dataset Summary
This is a dataset for the novel legal ambiguity identification task,
adapting prior SARA and ECHR datasets
with annotations on the existence of legal ambiguity in the application of general statutes to specific fact patterns.
This dataset is created through a senior thesis project; please reference this work (link TBD) for more information.
Dataset Contact
Christina Xiao (xiao.christina@gmail.com)
(citation TBD)
dissent-synthetic-clause-ambiguity
Dissent — synthetic financial clauses with seeded formalization ambiguity
Code · Interactive Space
Every clause in this dataset is synthetic. No real contract, client document or
third-party text was used, quoted or paraphrased. The language follows standard market
forms of drafting so that it is representative of the constructions that cause real
formalization disputes.
What this is for
Autoformalization research is crowded at the producing end and empty at the… See the full description on the dataset page: https://huggingface.co/datasets/NagaYu/dissent-synthetic-clause-ambiguity.