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 101–110 of 914 papers

TitleStatusHype
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
A Simple Language Model for Task-Oriented DialogueCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
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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