← Discourse Parsing
Papers with Code · CC BY-SA 4.0

RST-DT

아카이브 평가 40건 · 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
Bottom-up Llama 2 (70B)
Standard Parseval (Span)
79.8
Standard Parseval (Nuclearity)
70.4
Standard Parseval (Relation)
60.0
Standard Parseval (Full)
58.1
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
Top-down Llama 2 (70B)
Standard Parseval (Span)
78.8
Standard Parseval (Nuclearity)
68.7
Standard Parseval (Relation)
57.7
Standard Parseval (Full)
56.0
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
Bottom-up Llama 2 (13B)
Standard Parseval (Span)
78.3
Standard Parseval (Nuclearity)
68.1
Standard Parseval (Relation)
57.8
Standard Parseval (Full)
56.0
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
Bottom-up Llama 2 (7B)
Standard Parseval (Span)
78.2
Standard Parseval (Nuclearity)
67.5
Standard Parseval (Relation)
57.6
Standard Parseval (Full)
55.8
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
DMRST
Standard Parseval (Span)
78.7 ± 0.4
Standard Parseval (Nuclearity)
68.0 ± 0.6
Standard Parseval (Relation)
57.3 ± 0.2
Standard Parseval (Full)
55.7 ± 0.3
Bilingual Rhetorical Structure Parsing with Large Parallel Annotations
2024-09-23
코드 1
Top-down Llama 2 (13B)
Standard Parseval (Span)
78.6
Standard Parseval (Nuclearity)
67.9
Standard Parseval (Relation)
57.7
Standard Parseval (Full)
55.6
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
Bottom-up (DeBERTa)
Standard Parseval (Span)
77.8 ± 0.3
Standard Parseval (Nuclearity)
68.0 ± 0.5
Standard Parseval (Relation)
57.3 ± 0.2
Standard Parseval (Full)
55.4 ± 0.4
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Top-down (XLNet)
Standard Parseval (Span)
77.8
Standard Parseval (Nuclearity)
67.4
Standard Parseval (Relation)
57.0
Standard Parseval (Full)
54.8
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Top-down (DeBERTa)
Standard Parseval (Span)
78.5
Standard Parseval (Nuclearity)
67.9
Standard Parseval (Relation)
56.6
Standard Parseval (Full)
54.4
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Bottom-up (XLNet)
Standard Parseval (Nuclearity)
65.9
Standard Parseval (Relation)
56.3
Standard Parseval (Full)
54.2
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Top-down (RoBERTa)
Standard Parseval (Span)
77.3
Standard Parseval (Nuclearity)
66.6
Standard Parseval (Relation)
55.8
Standard Parseval (Full)
53.8
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Bottom-up (RoBERTa)
Standard Parseval (Span)
76.1
Standard Parseval (Nuclearity)
66.5
Standard Parseval (Relation)
55.4
Standard Parseval (Full)
53.7
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Top-down Llama 2 (7B)
Standard Parseval (Span)
76.3
Standard Parseval (Nuclearity)
65.4
Standard Parseval (Relation)
55.2
Standard Parseval (Full)
53.4
Can we obtain significant success in RST discourse parsing by using Large Language Models?
2024-03-08
코드 1
Bottom-up (SpanBERT)
Standard Parseval (Nuclearity)
65.3
Standard Parseval (Relation)
54.9
Standard Parseval (Full)
52.7
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Top-down (SpanBERT)
Standard Parseval (Span)
76.5
Standard Parseval (Nuclearity)
65.4
Standard Parseval (Relation)
54.5
Standard Parseval (Full)
52.2
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
LSTM Dynamic
Standard Parseval (Span)
73.1
Standard Parseval (Nuclearity)
62.3
Standard Parseval (Relation)
51.5
Standard Parseval (Full)
50.3
Top-down Discourse Parsing via Sequence Labelling
2021-02-03
코드 1
End-to-end Top-down (XLNet)
RST-Parseval (Span)
87.6
RST-Parseval (Nuclearity)
76.0
RST-Parseval (Relation)
61.8
Standard Parseval (Span)
74.3
Standard Parseval (Nuclearity)
64.3
Standard Parseval (Relation)
51.6
Standard Parseval (Full)
50.2
RST Parsing from Scratch
2021-05-23
코드 1
LSTM Static
Standard Parseval (Span)
72.7
Standard Parseval (Nuclearity)
61.7
Standard Parseval (Relation)
50.5
Standard Parseval (Full)
49.4
Top-down Discourse Parsing via Sequence Labelling
2021-02-03
코드 1
Transformer (dynamic)
Standard Parseval (Span)
70.2
Standard Parseval (Nuclearity)
60.1
Standard Parseval (Full)
49.2
Top-down Discourse Parsing via Sequence Labelling
2021-02-03
코드 1
Transformer (static)
Standard Parseval (Span)
70.6
Standard Parseval (Nuclearity)
59.9
Standard Parseval (Relation)
50.6
Standard Parseval (Full)
49.0
Top-down Discourse Parsing via Sequence Labelling
2021-02-03
코드 1
End-to-end Top-down (Glove)
Standard Parseval (Span)
71.1
Standard Parseval (Nuclearity)
59.6
Standard Parseval (Relation)
47.7
Standard Parseval (Full)
46.8
RST Parsing from Scratch
2021-05-23
코드 1
Top-down (BERT)
Standard Parseval (Span)
69.8
Standard Parseval (Nuclearity)
59.1
Standard Parseval (Relation)
48.3
Standard Parseval (Full)
46.6
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Bottom-up (BERT)
Standard Parseval (Span)
68.3
Standard Parseval (Nuclearity)
57.8
Standard Parseval (Relation)
47.8
Standard Parseval (Full)
46.0
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing
2022-10-15
코드 1
Guz et al. (2020) (pretrained)
Standard Parseval (Span)
72.94
Standard Parseval (Nuclearity)
61.86
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining
2020-11-06
연결 없음
Guz et al. (2020)
Standard Parseval (Span)
72.43
Standard Parseval (Nuclearity)
61.38
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining
2020-11-06
연결 없음
Guz et al. (2020)
Standard Parseval (Span)
72.43
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining
2020-12-01
연결 없음
Top-down Span-based Parser with Silver Agreement Subtrees (ensemble)
RST-Parseval (Span)
87.1
RST-Parseval (Nuclearity)
75.0
RST-Parseval (Relation)
63.2
RST-Parseval (Full)
62.6
Improving Neural RST Parsing Model with Silver Agreement Subtrees
2021-06-01
연결 없음
Top-down Span-based Parser with Silver Agreement Subtrees
RST-Parseval (Span)
86.8
RST-Parseval (Nuclearity)
74.7
RST-Parseval (Relation)
62.5
RST-Parseval (Full)
61.8
Improving Neural RST Parsing Model with Silver Agreement Subtrees
2021-06-01
연결 없음
Transition-based Parser with Implicit Syntax Features
RST-Parseval (Span)
85.5
RST-Parseval (Nuclearity)
73.1
RST-Parseval (Relation)
60.2
RST-Parseval (Full)
59.9
Transition-based Neural RST Parsing with Implicit Syntax Features
2018-08-01
코드 1
HILDA Parser
RST-Parseval (Span)
83.0
RST-Parseval (Nuclearity)
68.4
RST-Parseval (Relation)
55.3
RST-Parseval (Full)
54.8
A Novel Discourse Parser Based on Support Vector Machine Classification
2009-08-02
연결 없음