NER 0 Matches

[john-in-equity-research]

Current Problems

Evergrade IXE -> IXE
=> How to properly handle this problem class? Failed to address atm
=> FIXED

Index: 57
Intro: Thank you. Our last question comes from line of Alex Zukin with Piper Jaffray. Please proceed.
Person: {'first_name': 'Zukin', 'last_name': 'Alex', 'full_name': 'Alex Zukin', 'full_name_2': 'Zukin Alex'}
Org: None
=> Why None?
=> due to "."?

[john-in-equity-research]

Index: 42
Intro: Our last question comes from Brad Reback with Stifel. Please proceed.
Person: {'first_name': 'Reback', 'last_name': 'Brad', 'full_name': 'Brad Reback', 'full_name_2': 'Reback Brad'}
Org: None
=> Similar "with ORG." not matching, but why?

[john-in-equity-research]

Intro: Our next question comes from the line of [indiscernible]. Please proceed.
=> Obvious indiscernible class won't be fixable, sadly

[john-in-equity-research]

Index: 39
Intro: Our next question comes from the line of Brad Reback with Stifel. Please proceed.
Person: {'first_name': 'Inc.', 'last_name': 'Brad', 'full_name': 'Brad Reback - Stifel, Nicolaus & Co., Inc.', 'full_name_2': 'Reback Brad - Stifel, Nicolaus & Co., Inc.'}
Org: None

=> Again Stifel, probably need to put it into DIFFICULT_COMPANIES, as Stifel seems to be unrecognizable as ORG

[john-in-equity-research]

ü**
['from Phil Winslow', 'from Credit Suisse']
Our first question comes from Phil Winslow from Credit Suisse.
['from Brent Thill', 'UBS']
Our next question comes from Brent Thill from UBS.
['from Mark Moerdler', 'from Bernstein Research']
Our next question comes from Mark Moerdler from Bernstein Research.
['from Keith Weiss', 'from Morgan Stanley']
Our next question comes from Keith Weiss from Morgan Stanley.
['from Walter Pritchard', 'from Citi']
Our next question comes from Walter Pritchard from Citi.
['from Karl Keirstead', 'from Deutsche Bank']
Our next question comes from Karl Keirstead from Deutsche Bank.
['from Raimo Lenschow', 'from Barclays']
Our next question comes from Raimo Lenschow from Barclays.
['from Heather Bellini', 'from Goldman Sachs']
Our next question comes from Heather Bellini from Goldman Sachs.
['from Ross', 'RBC Capital Markets']
Our next question comes from Ross MacMillan from RBC Capital Markets.
['from Daniel Ives', 'FBR Capital']
Our last question comes from Daniel Ives with FBR Capital.

=> Having a from PER with ORG currently matches from ORG with ORG due to my workflow

=> Solution: Only consider from X | with X if X is ORG and not PER

[john-in-equity-research]

ü**
['Next', 'Citigroup']
Next is Walter Pritchard with Citigroup.
['Next', 'Morgan Stanley']
Next is Adam Holt with Morgan Stanley.
['Next', 'JP Morgan']
Next is John DiFucci with JP Morgan.
['Next', 'Credit Suisse']
Next is Phil Winslow with Credit Suisse.
['Next', 'Merrill Lynch']
Next is Kash Rangan with Merrill Lynch.
['Next', 'Oppenheimer']
Next is Brad Reback with Oppenheimer.
15

=> PROBLEM: Matches "Next"
=> SOLUTION: NEVER bother with the first token/start of text

[john-in-equity-research]

k you. Our next question is coming from the line of Adam Holt with MoffettNathanson. Please proceed with your question.

=> PROBLEM: CamelCase
=> Easy Fix

[john-in-equity-research]

ro: Thank you. Our next question comes from the line of Mark Moerdler with [Ever AB] [ph]. Please proceed with your question.

=> WHATS THIS BULLSHIT? "[Ever AB] [ph]"?
=> Remains open

[john-in-equity-research]

Index: 6
Intro: [Operator Instructions] Our first question comes from Adam Holt.
Person: {'first_name': 'Holt', 'last_name': 'Adam', 'full_name': 'Adam H. Holt', 'full_name_2': 'H. Adam Holt'}

=> How and what to identify here?
=> Remains Open

[john-in-equity-research]

Index: 34
Intro: Your next question comes from Sandeep Aggarwal with Collins Stewart.
Person: {'first_name': 'Aggarwal', 'last_name': 'Sandeep', 'full_name': 'Sandeep Aggarwal', 'full_name_2': 'Aggarwal Sandeep'}
Org: None

=> How to handle wealth managers that have PERSON as NE?
=> Remains open