34
CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA: HOW “CORPUS LINGUISTICS” MAY BE CHANGING THE INTERPRETATION OF LEGAL TEXTS Human Language Technology Conference December 11, 2019

CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

  • Upload
    others

  • View
    6

  • Download
    0

Embed Size (px)

Citation preview

Page 1: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE

SCALIA:

HOW “CORPUS LINGUISTICS” MAY BE CHANGING THE INTERPRETATION OF

LEGAL TEXTSHuman Language Technology Conference

December 11, 2019

Page 2: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

CALIGULA’S LAWS

Page 3: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 4: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 5: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 6: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

▶ “By incorporating corpus methods

into the search for ordinary

meaning, we can turn a largely

intuitive and opaque inquiry into a

transparent one.”

Page 7: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 8: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Textualism: “The words of a governing text are of paramount concern, and what they convey in their context is what the text means.”

Page 9: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

TRADITIONAL METHODS OF INTERPRETATION

Page 10: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Purpose-driven interpretations

Page 11: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 12: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 13: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 14: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 15: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

What is corpus linguistics? The analysis of text through computing power . . .

Page 16: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Corpus Linguistics uses large-scale sets

of data to glean evidence of how words

are actually used. It’s an empirical

technique that arises from the advent of

huge amounts of digitized text and leaps

forward in computer power.

Page 17: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 18: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 19: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 20: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Smith v. United States (1993)

Does the phrase “uses . . . a firearm. . . .during and in relation to any drug trafficking crime” encompass trading a firearm for drugs?

Page 21: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 22: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Corpus Linguistics: The Promise

Page 23: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Three steps: 1. Structuring the query

2. Reviewing the results for relevance3. Reviewing surrounding words (“collocation data”) (“KWIC”)

Page 24: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 25: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Corpus Linguistics: The Critique

Page 26: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 27: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 28: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS

Corpus Linguistics: The Future

Page 29: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 30: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 31: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 32: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 33: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS
Page 34: CALIGULA, H.A.L, 1984, AND THE LEGACY OF JUSTICE SCALIA€¦ · SHOW RES ET SPOKEN NEWSPAPER ACADEMIC ACADEMIC SORTING AND LIMITS SORTING FREQUENCY MINIMUM FREQUENCY TO SEE OPTIONS