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 311–320 of 914 papers

TitleStatusHype
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM—0
VDMA: Video Question Answering with Dynamically Generated Multi-Agents—0
LLM Internal States Reveal Hallucination Risk Faced With a QueryCode0
MentalAgora: A Gateway to Advanced Personalized Care in Mental Health through Multi-Agent Debating and Attribute Control—0
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space—0
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks—0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems—0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Towards Comprehensive Preference Data Collection for Reward Modeling—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