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 81–90 of 914 papers

TitleStatusHype
Reference-free Evaluation Metrics for Text Generation: A Survey—0
Can MLLMs Generalize to Multi-Party dialog? Exploring Multilingual Response Generation in Complex Scenarios—0
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning—0
Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education SystemsCode2
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationCode0
Applying General Turn-taking Models to Conversational Human-Robot Interaction—0
VideoRAG: Retrieval-Augmented Generation over Video CorpusCode2
SUGAR: Leveraging Contextual Confidence for Smarter Retrieval—0
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation—0
RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance—0
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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