SOTAVerified

Response Generation

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

Papers

Showing 731740 of 914 papers

TitleStatusHype
Plug-and-Play Conversational Models0
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation0
Automating Template Creation for Ranking-Based Dialogue Models0
Speaker Sensitive Response Evaluation ModelCode0
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors0
On Incorporating Structural Information to improve Dialogue Response GenerationCode0
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems0
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning0
Investigating Label Bias in Beam Search for Open-ended Text Generation0
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified