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 751–760 of 914 papers

TitleStatusHype
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue GenerationCode0
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-AttentionCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableCode0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
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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