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Natural Language Processing
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Conversational Response Selection
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Ubuntu Dialogue (v1, Ranking)
Conversational Response Selection on Ubuntu Dialogue (v1, Ranking)
Metric: R10@1 (higher is better)
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R10@1 (best first)
R10@1 (worst first)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
R10@1
▼
Extra Data
Paper
Date
↕
Code
1
Dial-MAE
0.918
No
Dial-MAE: ConTextual Masked Auto-Encoder for Ret...
2023-06-07
Code
2
BERT-FP+EDHNS
0.917
No
-
-
Code
3
Uni-Enc+BERT-FP
0.916
No
Uni-Encoder: A Fast and Accurate Response Select...
2021-06-02
Code
4
BERT-FP
0.911
No
-
-
Code
5
BERT-UMS+FGC
0.886
No
Small Changes Make Big Differences: Improving Mu...
2021-11-19
-
6
Uni-Encoder
0.886
No
Uni-Encoder: A Fast and Accurate Response Select...
2021-06-02
Code
7
BERT-SL
0.884
No
Learning an Effective Context-Response Matching ...
2020-09-14
-
8
Poly-encoder
0.882
No
Poly-encoders: Transformer Architectures and Pre...
2019-04-22
Code
9
UMS_BERT+
0.875
No
Do Response Selection Models Really Know What's ...
2020-09-10
Code
10
BERT-VFT
0.855
No
An Effective Domain Adaptive Post-Training Metho...
2019-08-13
Code
11
SA-BERT
0.855
No
Speaker-Aware BERT for Multi-Turn Response Selec...
2020-04-07
Code
12
WDMN
0.821
No
-
-
Code
13
MSN
0.8
No
-
-
Code
14
ESIM
0.796
No
Sequential Attention-based Network for Noetic En...
2019-01-09
Code
15
IoI-local
0.796
No
-
-
Code
16
IMN
0.794
No
Interactive Matching Network for Multi-Turn Resp...
2019-01-07
Code
17
TripleNet
0.79
No
TripleNet: Triple Attention Network for Multi-Tu...
2019-09-24
-
18
DAM-Semi
0.785
No
-
-
-
19
DAM
0.767
No
-
-
Code
20
DAM-MG
0.753
No
Multi-Granularity Representations of Dialog
2019-08-26
-
21
DUA
0.752
No
Modeling Multi-turn Conversation with Deep Utter...
2018-06-24
Code
22
SMN
0.726
No
Sequential Matching Network: A New Architecture ...
2016-12-06
Code
23
Multi-View
0.662
No
-
-
-
24
Dual-BiLSTM
0.63
No
Improved Deep Learning Baselines for Ubuntu Corp...
2015-10-13
-
25
Dual-LSTM
0.604
No
The Ubuntu Dialogue Corpus: A Large Dataset for ...
2015-06-30
Code
#1
Dial-MAE
SOTA
0.918
R10@1
· 2023-06-07
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
Code
#2
BERT-FP+EDHNS
0.917
R10@1
No paper
Code
#3
Uni-Enc+BERT-FP
SOTA
0.916
R10@1
· 2021-06-02
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
Code
#4
BERT-FP
0.911
R10@1
No paper
Code
#5
BERT-UMS+FGC
0.886
R10@1
· 2021-11-19
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning
#6
Uni-Encoder
0.886
R10@1
· 2021-06-02
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
Code
#7
BERT-SL
SOTA
0.884
R10@1
· 2020-09-14
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
#8
Poly-encoder
SOTA
0.882
R10@1
· 2019-04-22
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
Code
#9
UMS_BERT+
0.875
R10@1
· 2020-09-10
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection
Code
#10
BERT-VFT
0.855
R10@1
· 2019-08-13
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection
Code
#11
SA-BERT
0.855
R10@1
· 2020-04-07
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
Code
#12
WDMN
0.821
R10@1
No paper
Code
#13
MSN
0.8
R10@1
No paper
Code
#14
ESIM
SOTA
0.796
R10@1
· 2019-01-09
Sequential Attention-based Network for Noetic End-to-End Response Selection
Code
#15
IoI-local
0.796
R10@1
No paper
Code
#16
IMN
SOTA
0.794
R10@1
· 2019-01-07
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Code
#17
TripleNet
0.79
R10@1
· 2019-09-24
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots
#18
DAM-Semi
0.785
R10@1
No paper
#19
DAM
0.767
R10@1
No paper
Code
#20
DAM-MG
0.753
R10@1
· 2019-08-26
Multi-Granularity Representations of Dialog
#21
DUA
SOTA
0.752
R10@1
· 2018-06-24
Modeling Multi-turn Conversation with Deep Utterance Aggregation
Code
#22
SMN
SOTA
0.726
R10@1
· 2016-12-06
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots
Code
#23
Multi-View
0.662
R10@1
No paper
#24
Dual-BiLSTM
SOTA
0.63
R10@1
· 2015-10-13
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs
#25
Dual-LSTM
SOTA
0.604
R10@1
· 2015-06-30
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
Code