SOTAVerified

Response Generation

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

Papers

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Showing 221–230 of 914 papers

TitleStatusHype
Mix-Initiative Response Generation with Dynamic Prefix Tuning—0
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue DatasetCode1
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation—0
Improving the Robustness of Large Language Models via Consistency Alignment—0
A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems—0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
Multi-party Response Generation with Relation Disentanglement—0
Parameter Efficient Reinforcement Learning from Human Feedback—0
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?Code1
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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