← Dialog Relation Extraction

Papers with Code · CC BY-SA 4.0

DialogRE

아카이브 평가 17건 · 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
HiDialog	F1c (v2) 68.2 F1 (v2) 77.1	Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention 2023-04-29	코드 1
GRASP_Large	F1 (v1) 75.1 F1c (v1) 66.7 F1c (v2) 67.8 F1 (v2) 75.5	GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction 2022-08-26	코드 1
DiaRE-D2G	F1c (v2) 69.8 F1 (v2) 74.5	Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction 2022-07-30	코드 1
TUCORE-GCN_RoBERTa	F1c (v2) 65.9 F1 (v2) 73.1	Graph Based Network with Contextualized Representations of Turns in Dialogue 2021-09-09	코드 1
SocAoG	F1c (v2) 66.5 F1 (v2) 69.1	SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues 2021-06-02	연결 없음
GRASP_Base	F1 (v1) 69.2 F1c (v1) 62.4 F1c (v2) 61.7 F1 (v2) 69.0	GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction 2022-08-26	코드 1
D-REX_RoBERTa	F1 (v2) 67.2	D-REX: Dialogue Relation Extraction with Explanations 2021-09-10	코드 1
Dual	F1 (v1) 67.3 F1c (v1) 61.4 F1c (v2) 61.1 F1 (v2) 67.1	Semantic Representation for Dialogue Modeling 2021-05-21	코드 1
SimpleRE	F1 (v1) 66.3 F1c (v2) 63.3 F1 (v2) 66.7 F1 (Chinese) 65.2	An Embarrassingly Simple Model for Dialogue Relation Extraction 2020-12-27	코드 1
TUCORE-GCN_BERT	F1c (v2) 60.2 F1 (v2) 65.5	Graph Based Network with Contextualized Representations of Turns in Dialogue 2021-09-09	코드 1
Joint_RoBERTa	F1 (v2) 65.2	D-REX: Dialogue Relation Extraction with Explanations 2021-09-10	코드 1
KnowPrompt	F1 (v1) 66.0	KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction 2021-04-15	코드 1
GDPNet	F1 (v1) 64.9 F1c (v1) 60.1	GDPNet: Refining Latent Multi-View Graph for Relation Extraction 2020-12-12	코드 1
BERT+SIEF	F1 (v1) 61.8 F1c (v1) 58.4	Document-Level Relation Extraction with Sentences Importance Estimation and Focusing 2022-04-27	코드 1
BERTS	F1 (v1) 61.2 F1c (v1) 55.4	Dialogue-Based Relation Extraction 2020-04-17	코드 1 · 코드 2 · 코드 3
DHGAT	F1 (v1) 56.1 F1c (v1) 50.7	Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks 2020-09-10	코드 1
BiLSTM	F1 (v1) 48.6 F1c (v1) 45	Dialogue-Based Relation Extraction 2020-04-17	코드 1 · 코드 2 · 코드 3