Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

Benchmark Model Rank Results
conversational-response-selection-on-douban-1SA-BERT#8MAP: 0.619MRR: 0.659P@1: 0.496R10@1: 0.313R10@2: 0.481
conversational-response-selection-on-eSA-BERT#6R10@1: 0.704R10@2: 0.879R10@5: 0.985
conversational-response-selection-on-rrsSA-BERT+BERT-FP#2MAP: 0.701MRR: 0.715P@1: 0.555R10@1: 0.497R10@2: 0.685
conversational-response-selection-on-rrs-1SA-BERT+BERT-FP#2NDCG@3: 0.674NDCG@5: 0.753
conversational-response-selection-on-ubuntu-1SA-BERT#9R10@1: 0.855R10@2: 0.928R10@5: 0.983R2@1: 0.965
conversational-response-selection-on-ubuntu-3SA-BERT#2Accuracy: 60.42