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 151–175 of 914 papers

TitleStatusHype
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
A Controllable Model of Grounded Response GenerationCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense KnowledgeCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Language Models are Unsupervised Multitask LearnersCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation—0
Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation—0
Aging Memories Generate More Fluent Dialogue Responses with Memory Augmented Neural Networks—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration—0
A practical approach to dialogue response generation in closed domains—0
Deep Conversational Recommender in Travel—0
Applying General Turn-taking Models to Conversational Human-Robot Interaction—0
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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