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 191–200 of 914 papers

TitleStatusHype
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
CTRLStruct: Dialogue Structure Learning for Open-Domain Response GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesCode0
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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