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 291–300 of 914 papers

TitleStatusHype
Empathetic Response Generation with State ManagementCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue GenerationCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesCode0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
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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