← Conversational Response Selection

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아카이브 평가 15건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
BERT-FP+EDHNS	R10@1 0.957 R10@2 0.986 R10@5 0.997	Efficient Dynamic Hard Negative Sampling for Dialogue Selection 2024-08-16	코드 1
DialMAE	R10@1 0.930 R10@2 0.977 R10@5 0.997	Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems 2023-06-07	코드 1
BERT-TL	R10@1 0.927 R10@2 0.974 R10@5 0.997	Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue 2022-03-01	연결 없음
BERT-FP	R10@1 0.870 R10@2 0.956 R10@5 0.993	Fine-grained Post-training for Improving Retrieval-based Dialogue Systems 2021-05-24	코드 1
BERT-SL	R10@1 0.776 R10@2 0.919 R10@5 0.991	Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues 2020-09-14	연결 없음
UMS_BERT+	R10@1 0.762 R10@2 0.905 R10@5 0.986	Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection 2020-09-10	코드 1
SA-BERT+HCL	R10@1 0.721 R10@2 0.896 R10@5 0.993	Dialogue Response Selection with Hierarchical Curriculum Learning 2020-12-29	코드 1
SA-BERT	R10@1 0.704 R10@2 0.879 R10@5 0.985	Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots 2020-04-07	코드 1 · 코드 2
IMN	R10@1 0.621 R10@2 0.797 R10@5 0.964	Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots 2019-01-07	코드 1
U2U-IMN	R10@1 0.616 R10@2 0.806 R10@5 0.966	Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots 2019-11-16	코드 1
G-MSN	R10@1 0.613 R10@2 0.786 R10@5 0.964	The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection 2020-04-06	연결 없음
MSN	R10@1 0.606 R10@2 0.770 R10@5 0.937	Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots 2019-11-01	코드 1
IOI	R10@1 0.563 R10@2 0.768 R10@5 0.950	One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues 2019-07-01	코드 1
DUA	R10@1 0.501 R10@2 0.700 R10@5 0.921	Modeling Multi-turn Conversation with Deep Utterance Aggregation 2018-06-24	코드 1
SMN	R10@1 0.453 R10@2 0.654 R10@5 0.886	Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots 2016-12-06	코드 1 · 코드 2 · 코드 3