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 41–50 of 914 papers

TitleStatusHype
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue SystemsCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Affective Decoding for Empathetic Response GenerationCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
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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