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 726–750 of 914 papers

TitleStatusHype
Immigration Document Classification and Automated Response Generation—0
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
Ranking Enhanced Dialogue Generation—0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
App-Aware Response Synthesis for User Reviews—0
Plug-and-Play Conversational Models—0
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation—0
Automating Template Creation for Ranking-Based Dialogue Models—0
Speaker Sensitive Response Evaluation ModelCode0
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors—0
On Incorporating Structural Information to improve Dialogue Response GenerationCode0
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems—0
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning—0
Investigating Label Bias in Beam Search for Open-ended Text Generation—0
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation—0
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
Evaluating Dialogue Generation Systems via Response SelectionCode0
Filtering Noisy Dialogue Corpora by Connectivity and Content RelatednessCode0
Counterfactual Off-Policy Training for Neural Response Generation—0
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization—0
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
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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