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 11–20 of 914 papers

TitleStatusHype
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement LearningCode1
DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization—0
Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization—0
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
Void in Language ModelsCode0
DecIF: Improving Instruction-Following through Meta-Decomposition—0
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges—0
ProDS: Preference-oriented Data Selection for Instruction Tuning—0
Multi-Armed Bandits Meet Large Language Models—0
Neuro-Symbolic Query CompilerCode1
Show:102550
← PrevPage 2 of 92Next →
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