OpenCodePapers
conversational-response-selection-on-douban-1
Conversational Response Selection
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ModelName
ReleaseDate
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Knowledge-aware response selection with semantics underlying multi-turn open-domain conversations
✓ Link
0.651
0.687
0.510
0.328
0.552
0.877
SEMSOL(W/o utterances)
2023-07-27
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
✓ Link
0.648
0.688
0.518
0.327
0.557
0.865
Uni-Enc+BERT-FP
2021-06-02
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems
✓ Link
0.644
0.680
0.512
0.324
0.542
0.870
BERT-FP
2021-05-24
Knowledge-aware response selection with semantics underlying multi-turn open-domain conversations
✓ Link
0.640
0.678
0.511
0.330
0.520
0.870
SEMSOL
2023-07-27
Dialogue Response Selection with Hierarchical Curriculum Learning
✓ Link
0.639
0.681
0.514
0.330
0.531
0.858
SA-BERT+HCL
2020-12-29
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection
✓ Link
0.625
0.664
0.499
0.318
0.482
0.858
UMS_BERT+
2020-09-10
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
✓ Link
0.622
0.662
0.481
0.303
0.514
0.852
Uni-Encoder
2021-06-02
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
✓ Link
0.619
0.659
0.496
0.313
0.481
0.847
SA-BERT
2020-04-07
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
✓ Link
0.608
0.650
0.475
0.299
0.494
0.822
Poly-encoder
2019-04-22
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection
✓ Link
0.591
0.633
0.454
0.280
0.470
0.828
BERT
2019-08-13
Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots
✓ Link
0.587
0.632
0.470
0.295
0.452
0.788
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
✓ Link
0.573
0.621
0.444
0.269
0.451
0.786
IoI
2019-07-01
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
✓ Link
0.570
0.615
0.433
0.262
0.452
0.789
IMN
2019-01-07
Modeling Multi-turn Conversation with Deep Utterance Aggregation
✓ Link
0.551
0.599
0.421
0.243
0.421
0.780
DUA
2018-06-24
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network
✓ Link
0.550
0.601
0.427
0.254
0.410
0.757
DAM
2018-07-01
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots
✓ Link
0.529
0.569
0.397
0.233
0.396
0.724
SMN
2016-12-06