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 31–40 of 914 papers

TitleStatusHype
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender SystemsCode1
The Quantum LLM: Modeling Semantic Spaces with Quantum Principles—0
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its UsefulnessCode0
RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model—0
AGITB: A Signal-Level Benchmark for Evaluating Artificial General IntelligenceCode0
Hawkeye:Efficient Reasoning with Model Collaboration—0
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation—0
When LLM Therapists Become Salespeople: Evaluating Large Language Models for Ethical Motivational Interviewing—0
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions—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