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ResearchFormerly WizWand

New Intent Discovery on StackOverflow (ACC, NMI, ARI)

80.73NMINILC
8.834827.499946.16564.8301May 25, 2022Dec 21, 2022Jul 20, 2023Feb 15, 2024Sep 13, 2024Apr 11, 2025Nov 8, 2025
Updated 5mo ago

Evaluation results

MethodLinks
NILCLearning Setting=Semi-Supervised2025.1180.7376.6787.28
USNIDLearning Setting=Semi-Supervised2025.1180.0174.7485.61
MTP-CLNNEvaluation Protocol=unsupervised2022.0578.7167.6381.43
SDCLearning Setting=Semi-Supervised2025.1177.4560.180.25
LatentEMLearning Setting=Semi-Supervised2025.1175.4663.374.3
LANIDLearning Setting=Semi-Supervised2025.1175.364.7177.42
MTP-CLNNLearning Setting=Semi-Supervised2025.1173.8864.0479.68
DeepAlignedLearning Setting=Semi-Supervised2025.1173.8360.2677.87
NILCLearning Setting=Unsupervised2025.1172.0864.3576.62
USNIDLearning Setting=Unsupervised2025.1171.4952.1369.2
SCCLLearning Setting=Unsupervised2025.1168.6936.9768.28
KCLLearning Setting=Semi-Supervised2025.1164.8455.8671.06
MTPEvaluation Protocol=unsupervised2022.0563.8548.7166.18
MCLLearning Setting=Semi-Supervised2025.1163.2455.9771.31
DTCLearning Setting=Semi-Supervised2025.1162.6453.3270.36
SAE-DCNEvaluation Protocol=unsupervised2022.0561.3434.9857.09
SAE-DECEvaluation Protocol=unsupervised2022.0561.3221.1757.09
GCDLearning Setting=Semi-Supervised2025.1160.842.2565.28
DCNLearning Setting=Unsupervised2025.1160.4137.0260
DECLearning Setting=Unsupervised2025.1160.2636.9259.93
CDAC+Learning Setting=Semi-Supervised2025.1155.8541.8262.53
SAE-KMEvaluation Protocol=unsupervised2022.0548.7223.3637.16
SAELearning Setting=Unsupervised2025.1146.3529.6551.62
GloVe-AGEvaluation Protocol=unsupervised2022.0523.454.8524.48
GloVe-KMEvaluation Protocol=unsupervised2022.0521.794.5424.26
CCLearning Setting=Unsupervised2025.1120.389.2121.99
BERT-KMEvaluation Protocol=unsupervised2022.0511.61.613.85