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 151–200 of 914 papers

TitleStatusHype
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
A Controllable Model of Grounded Response GenerationCode1
Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical ContextCode1
MIME: MIMicking Emotions for Empathetic Response GenerationCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
StyleDGPT: Stylized Response Generation with Pre-trained Language ModelsCode1
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
DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi—0
Applying General Turn-taking Models to Conversational Human-Robot Interaction—0
APo-VAE: Text Generation in Hyperbolic Space—0
Building Goal-oriented Document-grounded Dialogue Systems—0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
A Conditional Variational Framework for Dialog Generation—0
Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky—0
Agenda Pushing in Email to Thwart Phishing—0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Differentially Private n-gram Extraction—0
HUMBO: Bridging Response Generation and Facial Expression Synthesis—0
Bootstrapping a User-Centered Task-Oriented Dialogue System—0
Boosting Dialog Response Generation—0
A non-hierarchical attention network with modality dropout for textual response generation in multimodal dialogue systems—0
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding—0
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation—0
DiSCo: Device-Server Collaborative LLM-Based Text Streaming Services—0
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions—0
Acknowledgment of Emotional States: Generating Validating Responses for Empathetic Dialogue—0
Blind Spatial Impulse Response Generation from Separate Room- and Scene-Specific Information—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
AffectON: Incorporating Affect Into Dialog Generation—0
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
Affective Neural Response Generation—0
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation—0
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue—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