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 181–190 of 914 papers

TitleStatusHype
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
A Neural Network Approach for Knowledge-Driven Response GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
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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