← Relation Extraction
Papers with Code · CC BY-SA 4.0

ACE 2004

아카이브 평가 11건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
PL-Marker
RE Micro F1
69.7
NER Micro F1
90.4
RE+ Micro F1
66.5
Cross Sentence
Yes
Packed Levitated Marker for Entity and Relation Extraction
2021-09-13
코드 1 · 코드 2
PFN
NER Micro F1
89.3
RE+ Micro F1
62.5
Cross Sentence
No
A Partition Filter Network for Joint Entity and Relation Extraction
2021-08-27
코드 1
Ours: cross-sentence ALB
RE Micro F1
66.1
NER Micro F1
90.3
RE+ Micro F1
62.2
Cross Sentence
Yes
A Frustratingly Easy Approach for Entity and Relation Extraction
2020-10-24
코드 1 · 코드 2
Table-Sequence
RE Micro F1
63.3
NER Micro F1
88.6
RE+ Micro F1
59.6
Cross Sentence
No
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders
2020-10-08
코드 1 · 코드 2
Multi-turn QA
NER Micro F1
83.6
RE+ Micro F1
49.4
Cross Sentence
No
Entity-Relation Extraction as Multi-Turn Question Answering
2019-05-14
코드 1
SPTree
NER Micro F1
81.8
RE+ Micro F1
48.4
Cross Sentence
No
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
2016-01-05
코드 1 · 코드 2
multi-head + AT
NER Micro F1
81.64
RE+ Micro F1
47.45
Cross Sentence
No
Adversarial training for multi-context joint entity and relation extraction
2018-08-21
코드 1
multi-head
NER Micro F1
81.16
RE+ Micro F1
47.14
Cross Sentence
No
Joint entity recognition and relation extraction as a multi-head selection problem
2018-04-20
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
Attention
NER Micro F1
79.6
RE+ Micro F1
45.7
Cross Sentence
No
Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees
2017-07-01
연결 없음
Joint w/ Global
NER Micro F1
79.7
RE+ Micro F1
45.3
Cross Sentence
No
Incremental Joint Extraction of Entity Mentions and Relations
2014-06-01
연결 없음
DyGIE
RE Micro F1
59.7
NER Micro F1
87.4
Cross Sentence
Yes
A General Framework for Information Extraction using Dynamic Span Graphs
2019-04-05
코드 1 · 코드 2 · 코드 3