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 76–100 of 914 papers

TitleStatusHype
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
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
EchoLM: Accelerating LLM Serving with Real-time Knowledge Distillation—0
Reference-free Evaluation Metrics for Text Generation: A Survey—0
Can MLLMs Generalize to Multi-Party dialog? Exploring Multilingual Response Generation in Complex Scenarios—0
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning—0
Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education SystemsCode2
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationCode0
Applying General Turn-taking Models to Conversational Human-Robot Interaction—0
VideoRAG: Retrieval-Augmented Generation over Video CorpusCode2
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
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local AttentionCode2
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs—0
Survey on Abstractive Text Summarization: Dataset, Models, and MetricsCode0
Unified Understanding of Environment, Task, and Human for Human-Robot Interaction in Real-World EnvironmentsCode0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
ALMA: Alignment with Minimal Annotation—0
TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLMCode0
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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