Open-Domain Dialog
32 papers with code • 1 benchmarks • 11 datasets
Benchmarks
These leaderboards are used to track progress in Open-Domain Dialog
| Trend | Dataset | Best Model | Paper | Code | Compare |
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Datasets
Reddit
KILT
MultiDoc2Dial
MMDialog
CPED
ProsocialDialog
DuLeMon
Most implemented papers
Open-Domain Dialog Evaluation using Follow-Ups Likelihood
Automatic evaluation of open-domain dialogs remains an unsolved problem.
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation
ukplab/dior-cvae
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These models also suffer from posterior collapse, i. e., the decoder tends to ignore latent variables and directly access information captured in the encoder through the cross-attention mechanism.
