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Appendix 2 - Description of Different Feature Sets

from 4 - Cultural and Linguistic Bias of Neural Machine Translation Technology

Published online by Cambridge University Press:  31 August 2023

Meng Ji ,
Pierrette Bouillon  and
Mark Seligman
Meng Ji
Affiliation:
University of Sydney
Pierrette Bouillon
Affiliation:
Université de Genève
Mark Seligman
Affiliation:
Spoken Translation Technology

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Type
Chapter
Information
Translation Technology in Accessible Health Communication , pp. 124 - 125
Publisher: Cambridge University Press
Print publication year: 2023
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NC
This content is Open Access and distributed under the terms of the Creative Commons Attribution licence CC-BY-NC 4.0 https://creativecommons.org/cclicenses/

Appendix 2 Description of Different Feature Sets

Feature Set DescriptionAbbrev.Description of ItemsRemovedAdded
BNC Frequency ListsFreq (20)FrSp1:0–500, FrSp2:500–1000, FrSp3:1000–1500, FrSp4:1500–2000, FrSp5:2000–2500, FrSp6:2500–3000, FrSp7:3000–3500, FrSp8:3500–4000, FrSp9:4000–57010,
FrWr1:0–500, FrWr2:500–1000, FrWr3:1000–1500, FrWr4:1500–2000, FrWr5:2000–2500, FrWr6:2500–3000, FrWr7:3000–3500, FrWr8:3500–4000, FrWr9:4000–64420
BNC Dispersion ListsDisp (18)DiSp1:0.0–0.1, DiSp2:0.1–0.2, DiSp3:0.2–0.3, DiSp4:0.3–0.4, DiSp5:0.4–0.5, DiSp6:0.5–0.6, DiSp7:0.6–0.7, DiSp8:0.7–0.8, DiSp9:0.8–0.9, DiSp10:0.9–1.0
DiWr1:0.0–0.1, DiWr2:0.1–0.2, DiWr3:0.2–0.3, DiWr4:0.3–0.4, DiWr5:0.4–0.5, DiWr6:0.5–0.6, DiWr7:0.6–0.7, DiWr8:0.7–0.9, DiWr9:0.8–0.9, DiWr10:0.9–1.0
Original USAS ListUSAS (115)A1, A10, A11, A12, A13, A14, A15, A2, A3, A4, A5, A6, A7, A8, A9, B1, B2, B3, B4, B5, C1, E1, E2, E3, E4, E5, E6, F1, F2, F3, F4, G1, G2, G3, H1, H2, H3, H4, H5, I1, I2, I3, I4, K1, K2, K3, K4, K5, K6, L1, L2, L3, M1, M2, M3, M4, M5, M6, M7, M8, N1, N2, N3, N4, N5, N6, O1, O2, O3, O4, P1, Q1, Q2, Q3, Q4, S1, S2, S3, S4, S5, S6, S7, S8, S9, T1, T2, T3, T4, W1, W2, W3, W4, W5, X1, X2, X3, X4, X5, X6, X7, X8, X9, Y1, Y2, Z0, Z1, Z2, Z3, Z4, Z5, Z6, Z7, Z8, Z9, Z99
Automatic selection RFE_SVMDisp (9)DiSp1:0.0–0.1, DiSp3:0.2–0.3, DiSp6:0.5–0.6, DiSp9:0.8–0.9, DiSp10:0.9–1.0, DiWr4:0.3–0.4, DiWr6:0.5–0.6, DiWr8:0.7–0.9, DiWr10:0.9–1.0
Automatic selection RFE_SVMFreq (7)FrSp1:0–500, FrSp5:2000–2500, FrSp9:4000–57010,
FrWr4:1500–2000, FrWr7:3000–3500, FrWr8:3500–4000, FrWr9:4000–64420
Automatic selection RFE_SVMUSAS (66)A12, A13, A14, A15, A3, A7, B1, B2, B3, B4, B5, E2, E3, E4, E5, E6, G2, H1, H2, H3, H4, H5, I1, I2, I3, K4, K5, K6, L1, L2, M2, M3, M5, M6, M8, N2, O1, O3, O4, Q1, Q2, Q3, Q4, S1, S2, S8, S9, T1, T3, T4, W1, W3, X1, X3, X4, X5, X6, X7, X8, X9, Z3, Z4, Z6, Z7, Z8, Z99
Statistical & Automatic selection RFE_SVMUSAS (59)A12, A13, A14, A15, A3, A7, B1, B2, B3, B4, B5, E2, E3, E4, E5, E6, G2, H1, H2, H4, H5, I1, I2, I3, K4, K6, L1, M2, M3, M5, M6, M8, N2, O1, O4, Q1, Q2, Q3, Q4, S1, S2, S8, S9, T1, T3, T4, X3, X4, X5, X6, X7, X8, X9, Z3, Z4, Z6, Z7, Z8, Z99H3,K5,L2, O3,W1,W3,X1
Statistical & Automatic selection RFE_SVMDisp (5)DiSp9:0.8–0.9, DiSp10:0.9–1.0, DiWr6:0.5–0.6, DiWr8:0.7–0.9, DiWr10:0.9–1.0DiSp1:0.0–0.1, DiSp3:0.2–0.3, DiSp6:0.5–0.6, DiWr4:0.3–0.4
Statistical & Automatic selection RFE_SVMDisp (4)DiSp9:0.8–0.9, DiSp10:0.9–1.0, DiWr8:0.7–0.9, DiWr10:0.9–1.0DiWr6:0.5–0.6
Statistical & Automatic selection RFE_SVMDisp (6)DiSp9:0.8–0.9, DiSp10:0.9–1.0, DiWr6:0.5–0.6, DiWr8:0.7–0.9, DiWr9:0.8–0.9, DiWr10:0.9–1.0DiWr9:0.8–0.9
Statistical & Automatic selection RFE_SVMDisp (best 5)DiSp9:0.8–0.9, DiSp10:0.9–1.0, DiWr8:0.7–0.9, DiWr9:0.8–0.9, DiWr10:0.9–1.0DiWr6:0.5–0.6DiWr9:0.8–0.9

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