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 8190 of 914 papers

TitleStatusHype
A Large-Scale Dataset for Empathetic Response GenerationCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
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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