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. Author manuscript; available in PMC: 2020 Dec 7.
Published in final edited form as: Proc Int Conf Comput Ling. 2020 Dec;2020:5640–5646.

Table 2:

Abstract multi-document summarization on TAC 2009 with 95% confidence intervals.

System ROUGE-1 ROUGE-2 ROUGE-L BLEU-4 Repetition
T5 (ZSL) 29.97 (28.55 – 31.38) 9.03 (7.78 – 10.30) 17.98 (16.89 – 19.21) 3.67 (3.10 – 4.36) 27.96 (26.76 – 29.31)
T5 (FSL) 38.36 (36.92 – 39.85) 11.56 (10.25 – 12.95) 21.06 (19.74 – 22.59) 8.55 (7.32 – 9.78) 33.91 (32.75 – 35.03)
BART (ZSL) 12.82 (11.68 – 13.97) 3.73 (3.27 – 4.20) 9.43 (8.76 – 10.12) 0.57 (0.44 – 0.74) 7.32 (5.43 – 9.41)
BART (FSL) 39.28 (38.10 – 40.46) 11.33 (10.37 – 12.44) 21.11 (20.27 – 22.02) 7.30 (6.49 – 8.11) 45.30 (44.24 – 46.33)
PEGASUS (ZSL) 25.69 (23.88 – 27.66) 5.70 (4.74 – 6.69) 16.72 (15.77 – 17.65) 3.31 (2.81 – 3.91) 75.56 (71.07 – 80.36)
PEGASUS (FSL) 38.96 (37.64 – 40.17) 10.44 (9.51 – 11.40) 21.92 (20.84 – 22.95) 7.00 (6.24 – 7.88) 43.59 (41.50 – 45.87)