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 226–250 of 914 papers

TitleStatusHype
MuDoC: An Interactive Multimodal Document-grounded Conversational AI System—0
DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi—0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
On Memory Construction and Retrieval for Personalized Conversational Agents—0
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers—0
Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation—0
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration—0
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesCode0
Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers—0
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
EchoLM: Accelerating LLM Serving with Real-time Knowledge Distillation—0
Reference-free Evaluation Metrics for Text Generation: A Survey—0
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning—0
Can MLLMs Generalize to Multi-Party dialog? Exploring Multilingual Response Generation in Complex Scenarios—0
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationCode0
Applying General Turn-taking Models to Conversational Human-Robot Interaction—0
SUGAR: Leveraging Contextual Confidence for Smarter Retrieval—0
RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance—0
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation—0
Sentiment-guided Commonsense-aware Response Generation for Mental Health Counseling—0
LLM-driven Multimodal and Multi-Identity Listening Head Generation—0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs—0
Survey on Abstractive Text Summarization: Dataset, Models, and MetricsCode0
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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