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 51–75 of 914 papers

TitleStatusHype
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
ESCoT: Towards Interpretable Emotional Support Dialogue SystemsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Empathy Level Alignment via Reinforcement Learning for Empathetic Response GenerationCode1
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Automating App Review Response GenerationCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
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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