File size: 1,616 Bytes
bbb2b69 6513442 bbb2b69 6513442 9346bc9 6513442 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 |
---
license: cc-by-4.0
---
# Wingrande Recast as Coreference Resolution
### Dataset Summary
WinoGrande train and development sets recast as coreference resolution as described in [Investigating Failures to Generalize for Coreference Resolution Models](https://arxiv.org/abs/2303.09092). Conllu columns are parsed using Stanza.
### Data Fields
```python
{
"id": str, # example id
"text": str, # untokenized example text
"sentences": [
{
"id": int, # sentence index
"text": str, # untokenized sentence text
"speaker": None, # speaker
"tokens": [
{
# keys are conllu columns: id, text, lemma, upos, xpos, feats, head, deprel, deps, misc
},
...
]
},
...
],
"coref_chains": List[List[List[int]]], # list of clusters, each cluster is a list of mentions, each mention is a span represented as [sent, start, end] inclusive
"genre": "crowdsourced",
"meta_data": {
"comment": "syntax_annotations=stanza|tokenizer=stanza|detokenizer=nltk",
},
}
```
### Citation Information
```
@misc{porada2023investigating,
title={Investigating Failures to Generalize for Coreference Resolution Models},
author={Ian Porada and Alexandra Olteanu and Kaheer Suleman and Adam Trischler and Jackie Chi Kit Cheung},
year={2023},
eprint={2303.09092},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@InProceedings{ai2:winogrande,
title = {WinoGrande: An Adversarial Winograd Schema Challenge at Scale},
authors={Keisuke, Sakaguchi and Ronan, Le Bras and Chandra, Bhagavatula and Yejin, Choi
},
year={2019}
}
```
|