SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 561570 of 914 papers

TitleStatusHype
Unsupervised Slot Schema Induction for Task-oriented Dialog0
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities0
Empathetic Response Generation with State ManagementCode0
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances0
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation0
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified