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 221–230 of 914 papers

TitleStatusHype
BoilerBot: A reliable task-oriented chatbot enhanced with large language modelsCode0
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
A Diversity-Promoting Objective Function for Neural Conversation ModelsCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Controlling the Focus of Pretrained Language Generation ModelsCode0
A Benchmark Dataset for Learning to Intervene in Online Hate SpeechCode0
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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