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 621–630 of 914 papers

TitleStatusHype
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Building Goal-oriented Document-grounded Dialogue Systems—0
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation—0
Can MLLMs Generalize to Multi-Party dialog? Exploring Multilingual Response Generation in Complex Scenarios—0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts—0
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning—0
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy—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