SOTAVerified

Dialogue Evaluation

Papers

Showing 1120 of 97 papers

TitleStatusHype
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue UtterancesCode1
DynaEval: Unifying Turn and Dialogue Level EvaluationCode1
Towards Quantifiable Dialogue Coherence EvaluationCode1
Assessing Dialogue Systems with Distribution DistancesCode1
Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringCode1
GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue SystemsCode1
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale PretrainingCode1
Towards Holistic and Automatic Evaluation of Open-Domain Dialogue GenerationCode1
Unsupervised Evaluation of Interactive Dialog with DialoGPTCode1
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Benchmark Results

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