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 51–75 of 914 papers

TitleStatusHype
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
ESCoT: Towards Interpretable Emotional Support Dialogue SystemsCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
CONFLARE: CONFormal LArge language model 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
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Empathy Level Alignment via Reinforcement Learning for Empathetic Response GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
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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