Discourse Parsing on RST-DT

Metric: Standard Parseval (Span) (higher is better)

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#	Model↕	Standard Parseval (Span)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up Llama 2 (70B)	79.8	No	Can we obtain significant success in RST discour...	2024-03-08	Code
2	Top-down Llama 2 (70B)	78.8	No	Can we obtain significant success in RST discour...	2024-03-08	Code
3	Top-down Llama 2 (13B)	78.6	No	Can we obtain significant success in RST discour...	2024-03-08	Code
4	Top-down (DeBERTa)	78.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
5	Bottom-up Llama 2 (13B)	78.3	No	Can we obtain significant success in RST discour...	2024-03-08	Code
6	Bottom-up Llama 2 (7B)	78.2	No	Can we obtain significant success in RST discour...	2024-03-08	Code
7	Top-down (XLNet)	77.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Top-down (RoBERTa)	77.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Top-down (SpanBERT)	76.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
10	Top-down Llama 2 (7B)	76.3	No	Can we obtain significant success in RST discour...	2024-03-08	Code
11	Bottom-up (RoBERTa)	76.1	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
12	End-to-end Top-down (XLNet)	74.3	No	RST Parsing from Scratch	2021-05-23	Code
13	LSTM Dynamic	73.1	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
14	Guz et al. (2020) (pretrained)	72.94	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
15	LSTM Static	72.7	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
16	Guz et al. (2020)	72.43	No	-	-	-
17	Guz et al. (2020)	72.43	No	-	-	-
18	End-to-end Top-down (Glove)	71.1	No	RST Parsing from Scratch	2021-05-23	Code
19	Transformer (static)	70.6	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
20	DMRST (2021) + Cross-translation	70.4	Yes	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
21	Transformer (dynamic)	70.2	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
22	Top-down (BERT)	69.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
23	DMRST (2021)	69.8	No	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
24	Nguyen et al. (2021)	68.4	No	RST Parsing from Scratch	2021-05-23	Code
25	Bottom-up (BERT)	68.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code

#1Bottom-up Llama 2 (70B)SOTA
79.8
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#2Top-down Llama 2 (70B)
78.8
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#3Top-down Llama 2 (13B)
78.6
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#4Top-down (DeBERTa)SOTA
78.5
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#5Bottom-up Llama 2 (13B)
78.3
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#6Bottom-up Llama 2 (7B)
78.2
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#7Top-down (XLNet)
77.8
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#8Top-down (RoBERTa)
77.3
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#9Top-down (SpanBERT)
76.5
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#10Top-down Llama 2 (7B)
76.3
Standard Parseval (Span)· 2024-03-08
Can we obtain significant success in RST discourse parsing by using Large Language Models?Code
#11Bottom-up (RoBERTa)
76.1
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#12End-to-end Top-down (XLNet)SOTA
74.3
Standard Parseval (Span)· 2021-05-23
RST Parsing from Scratch Code
#13LSTM DynamicSOTA
73.1
Standard Parseval (Span)· 2021-02-03
Top-down Discourse Parsing via Sequence Labelling Code
#14Guz et al. (2020) (pretrained)SOTA
72.94
Standard Parseval (Span)· 2020-11-06
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining
#15LSTM Static
72.7
Standard Parseval (Span)· 2021-02-03
Top-down Discourse Parsing via Sequence Labelling Code
#16Guz et al. (2020)
72.43
Standard Parseval (Span)
No paper
#17Guz et al. (2020)
72.43
Standard Parseval (Span)
No paper
#18End-to-end Top-down (Glove)
71.1
Standard Parseval (Span)· 2021-05-23
RST Parsing from Scratch Code
#19Transformer (static)
70.6
Standard Parseval (Span)· 2021-02-03
Top-down Discourse Parsing via Sequence Labelling Code
#20DMRST (2021) + Cross-translation
70.4
Standard Parseval (Span)· Extra Data· 2021-10-09
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing Code
#21Transformer (dynamic)
70.2
Standard Parseval (Span)· 2021-02-03
Top-down Discourse Parsing via Sequence Labelling Code
#22Top-down (BERT)
69.8
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#23DMRST (2021)
69.8
Standard Parseval (Span)· 2021-10-09
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing Code
#24Nguyen et al. (2021)
68.4
Standard Parseval (Span)· 2021-05-23
RST Parsing from Scratch Code
#25Bottom-up (BERT)
68.3
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code