PyCon APAC 2016 Lightning Talk - Summariz3 개발기 by Jamie Seol.

1. 자동으로

2. 세줄

3. 요약을

4. 해드립니다

5.
Summariz3

6. 개발기
PyCon

7. APAC

8. 2016

9. Lightning

10. Talk

11.
Jamie

12. Seol

13.
SNU

14. IDS

15. Lab.

16. my

17. love,

18. django!

19.
summariz3.herokuapp.com

20. 파이콘

21. 성명서
[5]

22. 헉
[6]

23. 허억
[8] [9]

24. 사실

25. 낡은

26. 알고리즘이고

27. 비슷한게

28. 이미

29. 많이

30. 있습니다
[1]

31. TextRank
• just

32. PageRank!

33.
• a

34. sentence

35. gains

36. more

37. rank

38. if

39. important

40. sentence

41. refers

42.
• refers?

43.
• hypothesis:

44. sentences

45. sharing

46. nouns

47. refers

48. each

49. other
[7]

50. 논문
[4]

51. Future

52. works
• improve

53. textrank

54. (change

55. edge

56. weight

57. function)

58.
• neural

59. network

60. based

61. summarization?

62. [2, 3]

63. Textrankr
• detailed

64. explanation:

65. on

66. my

67. blog

68. (blog.theeluwin.kr)

69.
• source

70. code:

71. github.com/theeluwin/textrankr

72.
• PR

73. please!

74.
• you

75. can

76. use

77. it

78. right

79. now

80. via

81. PyPI
pip
install
textrankr
——
from
textrankr
import
TextRank
textrank
=
TextRank(your_text_here)
print(textrank.summarize())

82. References
1. Mihalcea, Rada, and Paul Tarau. “TextRank: Bringing order into texts.” Association
for Computational Linguistics, 2004.
2. Kaikhah, Khosrow. “Automatic text summarization with neural networks.” (2004).
3. Svore, Krysta Marie, Lucy Vanderwende, and Christopher JC Burges. “Enhancing
Single-Document Summarization by Combining RankNet and Third-Party
Sources.” EMNLP-CoNLL. 2007.
4. Bahdanau, Dzmitry, Kyunghyun Cho, and Yoshua Bengio. “Neural machine
translation by jointly learning to align and translate.” arXiv preprint arXiv:
1409.0473 (2014).
5. https://www.pycon.kr/2016apac/
6. https://namu.wiki/w/%EB%8F%8C%EB%A1%9C%EB%A0%88%EC%8A
%A4%20%EC%97%84%EB%B8%8C%EB%A6%BF%EC%A7%80
7. http://blog.theeluwin.kr/post/146188165713/summariz3
8. http://sports.khan.co.kr/news/sk_index.html?art_id=201606221136003sec_id=562901
9. http://www.insight.co.kr/newsRead.php?ArtNo=65634

83. Thank you!
follow me at twitter! @theeluwin