| Paper | Code | MAP | MRR | P@1 | R10@1 | R10@2 | R10@5 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|
| Fine-grained Post-training for Improving Retrieval-based Dialogue Systems | ✓ Link | 0.702 | 0.712 | 0.543 | 0.488 | 0.708 | 0.927 | BERT-FP | 2021-05-24 |
| Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots | ✓ Link | 0.701 | 0.715 | 0.555 | 0.497 | 0.685 | 0.931 | SA-BERT+BERT-FP | 2020-04-07 |
| Dialogue Response Selection with Hierarchical Curriculum Learning | ✓ Link | 0.671 | 0.683 | 0.503 | 0.454 | 0.659 | 0.917 | SA-BERT+HCL | 2020-12-29 |
| An Effective Domain Adaptive Post-Training Method for BERT in Response Selection | ✓ Link | 0.625 | 0.639 | 0.453 | 0.404 | 0.606 | 0.875 | BERT | 2019-08-13 |
| Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots | ✓ Link | 0.550 | 0.563 | 0.383 | 0.343 | 0.498 | 0.798 | MSN | 2019-11-01 |
| Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network | ✓ Link | 0.511 | 0.534 | 0.347 | 0.308 | 0.457 | 0.751 | DAM | 2018-07-01 |
| Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots | ✓ Link | 0.487 | 0.501 | 0.309 | 0.281 | 0.442 | 0.723 | SMN | 2016-12-06 |