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 121–130 of 914 papers

TitleStatusHype
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
Plug-and-Play Conversational ModelsCode1
Polite Dialogue Generation Without Parallel DataCode1
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
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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