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 431–440 of 914 papers

TitleStatusHype
Data-Efficient Methods for Dialogue Systems—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots—0
基于对话约束的回复生成研究(Research on Response Generation via Dialogue Constraints)—0
Incorporating Casual Analysis into Diversified and Logical Response Generation—0
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors—0
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation—0
Affective Neural Response Generation—0
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue—0
Incorporating Causal Analysis into Diversified and Logical Response Generation—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