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 381–390 of 914 papers

TitleStatusHype
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA—0
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation—0
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation—0
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation—0
HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation—0
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation—0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data—0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data—0
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models—0
Entity Resolution in Open-domain Conversations—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