SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–710 of 914 papers

TitleStatusHype
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems—0
Multi-party Response Generation with Relation Disentanglement—0
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers—0
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation—0
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework—0
DLGNet: A Transformer-based Model for Dialogue Response Generation—0
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling—0
NaDiR: Naive Distributional Response Generation—0
Natural Language Generation at Scale: A Case Study for Open Domain Question Answering—0
Natural Language Response Generation from SQL with Generalization and Back-translation—0
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified