CICERO (Contextualized Commonsense Inference in Dialogues)
Introduced by Ghosal et al. in CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
CICERO contains 53,000 inferences for five commonsense dimensions -- cause, subsequent event, prerequisite, motivation, and emotional reaction -- collected from 5600 dialogues. It involves two challenging generative and multi-choice alternative selection tasks for the state-of-the-art NLP models to solve. Download the dataset using this link.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
|
CICERO
|
T5-large pre-trained on GLUCOSE
|
|||
|
CICERO
|
T5-large
|
|||
|
CICERO
|
T5-large pre-trained on GLUCOSE
|
|||
|
CICERO
|
DIALECT
|
Papers
| Paper | Code | Results | Date | Stars |
|---|
