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 476500 of 914 papers

TitleStatusHype
Learning towards Selective Data Augmentation for Dialogue Generation0
X-ReCoSa: Multi-Scale Context Aggregation For Multi-Turn Dialogue Generation0
CTRLStruct: Dialogue Structure Learning for Open-Domain Response GenerationCode0
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation0
TUTORING: Instruction-Grounded Conversational Agent for Language Learners0
Empathetic Response Generation via Emotion Cause Transition Graph0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Natural Response Generation for Chinese Reading ComprehensionCode0
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query ProductionCode0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems0
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling0
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response GenerationCode0
Language Model Detoxification in Dialogue with Contextualized Stance Control0
Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation0
DialGuide: Aligning Dialogue Model Behavior with Developer GuidelinesCode0
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism0
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation0
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access0
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation0
Persona-Based Conversational AI: State of the Art and Challenges0
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse GenerationCode0
KPT: Keyword-guided Pre-training for Grounded Dialog Generation0
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables0
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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