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 91–100 of 914 papers

TitleStatusHype
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response GenerationCode1
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
Structure Extraction in Task-Oriented Dialogues with Slot ClusteringCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue SystemsCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response GenerationCode1
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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