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 121–130 of 914 papers

TitleStatusHype
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Semantic Representation for Dialogue ModelingCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
Semi-Supervised Variational Reasoning for Medical Dialogue GenerationCode1
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
Focused Attention Improves Document-Grounded GenerationCode1
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained TransformersCode1
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
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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