SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 171180 of 914 papers

TitleStatusHype
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space0
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems0
Towards Comprehensive Preference Data Collection for Reward Modeling0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model0
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems0
AGLA: Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local AttentionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified