OpenCodePapers
dialogue-act-classification-on-switchboard
Dialogue
Dialogue Understanding
Dialogue Act Classification
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Paper
Code
Accuracy
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ModelName
ReleaseDate
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Guiding attention in Sequence-to-sequence models for Dialogue Act prediction
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85.0
HGRU + Beam Search + Guided attention
2020-02-20
Speaker Turn Modeling for Dialogue Act Classification
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83.2
Speaker
2021-09-10
Dialogue Act Classification with Context-Aware Self-Attention
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82.9
Bi-RNN + Self-Attention + Context
2019-04-04
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification
82.3
DAH-CRF
2018-10-22
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training
81.5
ALDMN
2018-11-12
Dialogue Act Recognition via CRF-Attentive Structured Network
81.3
CRF-ASN
2017-11-15
Dialogue Act Sequence Labeling using Hierarchical encoder with CRF
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79.2
Bi-LSTM-CRF
2017-09-13
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
79.2
Pretrained Hierarchical Transformer
2020-09-23
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks
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77.42
Utt-Att-BiRNN
2018-05-16
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks
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77.34
RNN with 3 utterances in context
2018-05-16
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
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73.1
CNN[[Lee and Dernoncourt2016]]
2016-03-12
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