SOTAVerified

Response Generation

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

Papers

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Showing 471–480 of 914 papers

TitleStatusHype
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning—0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production—0
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
Building a Dialogue Corpus Annotated with Expressed and Experienced EmotionsCode0
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat—0
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation—0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
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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