SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 321330 of 914 papers

TitleStatusHype
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
A Simple, Fast Diverse Decoding Algorithm for Neural GenerationCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified