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 291300 of 914 papers

TitleStatusHype
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute ControlCode1
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations0
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring0
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionCode4
Contextual Data Augmentation for Task-Oriented Dialog Systems0
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-TrainingCode0
Lexical Entrainment for Conversational SystemsCode0
Instruction Tuning with Human Curriculum0
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
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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