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 651–660 of 914 papers

TitleStatusHype
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward—0
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNetCode0
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System—0
Towards Making the Most of Dialogue Characteristics for Neural Chat TranslationCode0
Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models—0
Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection—0
Modulating Language Models with Emotions—0
Differentially Private n-gram Extraction—0
Phrase-Level Action Reinforcement Learning for Neural Dialog Response GenerationCode0
Neural Stylistic Response Generation with Disentangled Latent Variables—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