SOTAVerified

Dialogue Evaluation

Papers

Showing 91–97 of 97 papers

TitleStatusHype
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog SystemsCode0
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings—0
Evaluating Coherence in Dialogue Systems using EntailmentCode0
Re-evaluating ADEM: A Deeper Look at Scoring Dialogue Responses—0
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning—0
Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesCode0
Adversarial Learning for Neural Dialogue GenerationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MDD-EvalSpearman Correlation0.51—Unverified
2Lin-Reg (all)Spearman Correlation0.49—Unverified
3USRSpearman Correlation0.42—Unverified
4USR - DR (x = c)Spearman Correlation0.32—Unverified
5USR - MLMSpearman Correlation0.31—Unverified
6USR - DR (x = f)Spearman Correlation0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1Lin-Reg (all)Spearman Correlation0.54—Unverified
2USR - DR (x = c)Spearman Correlation0.48—Unverified
3USRSpearman Correlation0.47—Unverified
4USR - MLMSpearman Correlation0.08—Unverified
5USR - DR (x = f)Spearman Correlation-0.05—Unverified