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 741–750 of 914 papers

TitleStatusHype
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Phrase-Level Action Reinforcement Learning for Neural Dialog Response GenerationCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue SystemsCode0
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelCode0
Augmenting Neural Response Generation with Context-Aware Topical AttentionCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
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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