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conversational-response-selection-on-e
Conversational Response Selection
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ModelName
ReleaseDate
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Efficient Dynamic Hard Negative Sampling for Dialogue Selection
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0.957
0.986
0.997
BERT-FP+EDHNS
2024-08-16
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
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0.930
0.977
0.997
DialMAE
2023-06-07
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue
0.927
0.974
0.997
BERT-TL
2022-03-01
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems
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0.870
0.956
0.993
BERT-FP
2021-05-24
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
0.776
0.919
0.991
BERT-SL
2020-09-14
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection
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0.762
0.905
0.986
UMS_BERT+
2020-09-10
Dialogue Response Selection with Hierarchical Curriculum Learning
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0.721
0.896
0.993
SA-BERT+HCL
2020-12-29
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
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0.704
0.879
0.985
SA-BERT
2020-04-07
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
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0.621
0.797
0.964
IMN
2019-01-07
Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
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0.616
0.806
0.966
U2U-IMN
2019-11-16
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection
0.613
0.786
0.964
G-MSN
2020-04-06
Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots
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0.606
0.770
0.937
MSN
2019-11-01
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues
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0.563
0.768
0.950
IOI
2019-07-01
Modeling Multi-turn Conversation with Deep Utterance Aggregation
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0.501
0.700
0.921
DUA
2018-06-24
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots
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0.453
0.654
0.886
SMN
2016-12-06