| 1 |
KHW (Peng et al., 2020) |
SemEval14 Restaurant |
56.10 |
51.89 |
|
|
|
SemEval14 Laptop |
53.85 |
43.50 |
|
|
|
SemEval15 Restaurant |
56.23 |
46.79 |
|
|
|
SemEval16 Restaurant |
60.04 |
53.62 |
|
| 2 |
OTE-MTL (Zhang et al., 2020) |
SemEval14 Restaurant |
|
59.67 |
|
|
|
SemEval15 Restaurant |
|
48.97 |
|
|
|
SemEval16 Restaurant |
|
55.83 |
|
|
|
SemEval14 Laptop |
|
45.05 |
|
| 3 |
S3E2 (Chen et al., 2021b) |
SemEval14 Restaurant |
|
66.74 |
|
|
|
SemEval14 Laptop |
|
52.01 |
|
|
|
SemEval15 Restaurant |
|
58.66 |
|
|
|
SemEval16 Restaurant |
|
66.87 |
|
| 4 |
Double-Propagation-ACOS (Cai, Xia & Yu, 2021) |
Restaurant-ACOS |
|
|
21.04 |
|
|
Laptop-ACOS |
|
|
8 |
|
JET-ACOS (Cai, Xia & Yu, 2021) |
Restaurant-ACOS |
|
|
39.01 |
|
|
Laptop-ACOS |
|
|
23.81 |
|
TAS-BERT-ACOS (Cai, Xia & Yu, 2021) |
Restaurant-ACOS |
|
|
33.53 |
|
|
Laptop-ACOS |
|
|
27.31 |
|
Extract-Classify-ACOS (Cai, Xia & Yu, 2021) |
Restaurant-ACOS |
|
|
44.61 |
|
|
Laptop-ACOS |
|
|
35.80 |
| 5 |
BARTABSA (Yan et al., 2021) |
SemEval14 Restaurant |
77.68 |
72.46 |
|
|
|
SemEval14 Laptop |
66.11 |
57.59 |
|
|
|
SemEval15 Restaurant |
67.98 |
60.11 |
|
|
|
SemEval16 Restaurant |
77.38 |
69.98 |
|
|
|
SemEval14 Restaurant |
|
65.25 |
|
|
|
SemEval14 Laptop |
|
58.69 |
|
|
|
SemEval15 Restaurant |
|
59.26 |
|
|
|
SemEval16 Restaurant |
|
67.62 |
|
| 6 |
Dual-MRC (Mao et al., 2021) |
SemEval14 Restaurant |
74.93 |
70.32 |
|
|
|
SemEval14 Laptop |
63.37 |
55.58 |
|
|
|
SemEval15 Restaurant |
64.97 |
57.21 |
|
|
|
SemEval16 Restaurant |
75.71 |
67.40 |
|
| 7 |
BMRC (Chen et al., 2021a) |
SemEval14 Laptop |
67.45 |
59.27 |
|
|
|
SemEval14 Restaurant |
76.23 |
70.69 |
|
|
|
SemEval15 Restaurant |
68.60 |
61.05 |
|
|
|
SemEval16 Restaurant |
76.52 |
68.13 |
|
| 8 |
PARAPHRASE (Zhang et al., 2021) |
SemEval15 Restaurant |
|
|
46.93 |
|
|
SemEval16 Restaurant |
|
|
57.93 |
