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SOTA
对话行为分类
Dialogue Act Classification On Switchboard
Dialogue Act Classification On Switchboard
评估指标
Accuracy
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Accuracy
Paper Title
Repository
HGRU + Beam Search + Guided attention
85.0
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction
Speaker
83.2
Speaker Turn Modeling for Dialogue Act Classification
Bi-RNN + Self-Attention + Context
82.9
Dialogue Act Classification with Context-Aware Self-Attention
DAH-CRF
82.3
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification
-
ALDMN
81.5
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training
-
CRF-ASN
81.3
Dialogue Act Recognition via CRF-Attentive Structured Network
-
Bi-LSTM-CRF
79.2
Dialogue Act Sequence Labeling using Hierarchical encoder with CRF
Pretrained Hierarchical Transformer
79.2
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
-
Utt-Att-BiRNN
77.42
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks
RNN with 3 utterances in context
77.34
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks
CNN[[Lee and Dernoncourt2016]]
73.1
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
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Dialogue Act Classification On Switchboard | SOTA | HyperAI超神经