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 161–170 of 914 papers

TitleStatusHype
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender SystemsCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
Language Models are Unsupervised Multitask LearnersCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation—0
Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation—0
Aging Memories Generate More Fluent Dialogue Responses with Memory Augmented Neural Networks—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