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 726–750 of 914 papers

TitleStatusHype
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine TeachingCode1
A Simple Language Model for Task-Oriented DialogueCode1
A Controllable Model of Grounded Response GenerationCode1
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation—0
APo-VAE: Text Generation in Hyperbolic Space—0
Improving Factual Consistency Between a Response and Persona Facts—0
Counterfactual Off-Policy Training for Neural Response Generation—0
Filtering Noisy Dialogue Corpora by Connectivity and Content RelatednessCode0
Evaluating Dialogue Generation Systems via Response SelectionCode0
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization—0
Multi-Domain Dialogue Acts and Response Co-GenerationCode1
Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck—0
Adaptation of a Lexical Organization for Social Engineering Detection and Response Generation—0
Paraphrase Augmented Task-Oriented Dialog GenerationCode0
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationCode1
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection—0
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy—0
Open Domain Dialogue Generation with Latent Images—0
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks—0
Variational Transformers for Diverse Response GenerationCode1
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network—0
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation—0
Low-Resource Knowledge-Grounded Dialogue Generation—0
Non-Autoregressive Dialog State TrackingCode1
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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