Botminds V3

21 March 2018

Today we have released a new version - #V3– to live environment. This release adds four new features and also includes two critical bug fixes. In addition, as usual, we have included quite a few stability improvements and fixes. We will arrange separate training to our users towards enabling them to use these features efficiently.

New Labeling mode

With this release, a new mode of accessing segments with a focus on reviewing/labeling is introduced. You can enable this ‘ labeling mode’ from the options under your profile picture – ensure you have selected a project to get this option. In this mode, the annotation panel is shown first where you can see all the labels predicted/assigned for the selected section. You can do new or corrective annotations immediately which most of the time you can do with the information available in the segment. If you want to see the full document for more context you can load the document in the last pane.

Improved Reviewing

With this release, you can use the ‘Ask Me’ panel to help you in reviewing the annotations done in the project. We are introducing a set of ‘commands’ for you to pull annotated segments for quicker review.

For example,

get all segments for a label /c /s ‘Skill Name’ /l ‘Label Name’

get all segments annotated by a user /u ‘User Name’ /a

get all segments approved by a user for a label /c /u ‘User Name’ /s ‘Skill name’ /l ‘Label Name’ /ap

get all segments annotated in a given time period /a /st ‘start time’ /et ‘end time’

get all segments approved or annotated by a user in a given time period /a /ap /st ‘start time’ /et ‘end time’ /u ‘User Name’

Get the complete list of commands by typing /help. You can use commands together appropriately.

Ask Me 
• Market News 
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m at Ches 
10 of 118 
Retrieved 10 of lg 
m at ches 
Type a 
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Slat um 
Buffers bel revive 
C mda oil 
Gains 444 points Ahead o I Trade 
Talks Next 
SEC a 
Xath«ine Ross and Jim 
to search label 
O pubbshed Date 
LatRNing mde t. 
Jin Cramers WMtied and and The" ACMWS Her St attßes 
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a Mode 
Feb IS, 2019 
Jim Cramers varried Amazon (AMZN • Get Report) and Apple (AAPL • Get Report) , 
"Apple will continue its alleged Achilles Heel status to the market, with Amazon a close second, - 
Cramer told members 01 his Action Alerts Plus club. 
The reasons Cramer gives are simple. He doesn't trust that the Chinese government wont favor 
Huawei over Apple. And, ot course, Amazon is exposed currently with the divorce saga thats 
unfurling in the media. 
Page • 
of 12

Rapid Dataset generation through commands

With this release, creating the dataset for segment tagging made super easy. Search using some keywords or patterns and assign all of the sections to a label with a single command.

Example:  /c Chennai /s ‘Address Extractor’ /l ‘City’ /assign

All the segments in the selected project that contain the word ‘Chennai’ will be assigned to the given label ‘City’ under skill ‘Address Extractor’

Further, we can fast track keyword extraction as well as using a similar command.

Example:  /c Chennai /s ‘Address Extractor’ /l ‘City’ /extract

Rejecting a predicted label

With this release, we add a simple way to reject a prediction given by the trained model. In the annotation panel, for any predicted label, you can find a way to reject the suggestion. Rejections are getting logged for improving the model when the next iteration of model generation happens. Rejected labels will not be part of the context menu used to capture keywords.

SS 182 
Atten M ark S 
Facsimile: 973-643-65m 
with reo«t to Lessor: — 
bak Brook, Illinois 60523 
httcntion: Roberta S, Vice president 
Facsimile: 630-21"955 
With a to: 
c/o The Real Estate Group, Inc. 
29m Butterfield Road 
o.k nli»ois 60523 
Att Gary 
Facsimile: 630-2184900 
"Affected shan have meaning specified in Section 12. Of Izase. 
"Affiliate" of any Person shall mean any other Person directly or indirectly controlling. 
by or undet Common control with, shall if such is an 
individual, O family of such Person and trusts for the benefit Of such individual 
family members. For purposes of ülis definition, the term. "control" (including the correlative 
meanings of the "controlling" "controlled and "under common control With"), as 
With to any Person. Shall mean ownership or voting control, directly or indirectly. Of 
or of the Stock. ætnership or Other beneficial ownership interesS Of the in 
Segmen t 
Re Estate 290' Wt 
edit rej«t 
Fgt Name 
O Middle 
o care Of 
O Email 
O Tel 
O W æSS1 
O Address2 
O Cit, 
O Country

Bug Fixes

  • Conversion failures are properly marked as ingestion failures
  • Duplication of extracted values in document summary reported in some scenarios got fixed

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