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 421–430 of 914 papers

TitleStatusHype
P^3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training—0
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots—0
Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue—0
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling—0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
Towards a Unified Multi-Dimensional Evaluator for Text GenerationCode2
DialoGen: Generalized Long-Range Context Representation for Dialogue SystemsCode0
Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other AwarenessCode0
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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