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 361–370 of 914 papers

TitleStatusHype
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language GenerationCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
Modeling Content-Emotion Duality via Disentanglement for Empathetic ConversationCode0
Self-Consistent Decoding for More Factual Open ResponsesCode0
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation—0
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots—0
Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations—0
Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation—0
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation—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