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 771–780 of 914 papers

TitleStatusHype
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots—0
Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations—0
Unsupervised Context Rewriting for Open Domain Conversation—0
Using a KG-Copy Network for Non-Goal Oriented DialoguesCode0
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableCode0
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models—0
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models—0
Low-Resource Response Generation with Template PriorCode0
LocalGAN: Modeling Local Distributions for Adversarial Response Generation—0
RGTI:Response generation via templates integration for End to End dialog—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