NLG - Natural Language Generation

HAMBURG KOPENHAGEN LAUSANNE MÜNCHEN STUTTGART WIEN ZÜRICH. NLG - Natural Language Generation ..... Trivadis triCast. Trivadis LIVE events.
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NLG - Natural Language Generation Enter Narratives Trivadis triCast 29.05.2018, 16:00 bis 17:00 Uhr Isabela Anciutti Stefan Bartram

@trivadis

BASEL BERN BRUGG DÜSSELDORF HAMBURG KOPENHAGEN LAUSANNE

tricast

FRANKFURT A.M. FREIBURG I.BR. GENF MÜNCHEN STUTTGART WIEN ZÜRICH

Speaker Isabela Anciutti Consultant [email protected]

Stefan Bartram Senior Partner Manager

[email protected]

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11.06.2018

Trivadis triCast

Trivadis triCast Format Tuesday at 4 p.m.

Talk, questions and answers

Current IT topics, Trivadis point of view webcast will be recorded

Short surveys Option for questions via question menu

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11.06.2018

Trivadis triCast

Training with quality & success guarantee

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11.06.2018

https://www.trivadis.com/en/training Trivadis triCast https://www.trivadis.com/en/training

NLG - Natural Language Generation

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11.06.2018

Trivadis triCast

NLG – Natural Language Generation Enter Narratives

Isabela Anciutti

BASEL BERN BRUGG DÜSSELDORF HAMBURG COPENHAGEN LAUSANNE

FRANKFURT A.M. FREIBURG I.BR. GENEVA MUNICH STUTTGART VIENNA ZURICH

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NLG - Natural Language Generation

AGENDA 1. Introduction 2. Trivadis POC

3. Narratives

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NLG - Natural Language Generation

Introduction

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NLG - Natural Language Generation

Definition NLG, Narratives or aka Data Story-Telling: Data in, Language out! “It’s like a translator that converts a computer-based representation into a natural language representation”

Computational Linguistics + Language-oriented Artificial Intelligence Expertise in: – Linguistics – Psychology – Engineering – Computer Science 10

NLG - Natural Language Generation

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NLG - Natural Language Generation

Advantages

Conclusion – Speeds the data understanding, reduces manual analysis, accelerates decisionmaking and makes insights more accessible

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NLG - Natural Language Generation

NLG Package What do you need to pack for NLG? – An NLG Engine – Data Sets – Generation Grammar

For example, using Template Method: – Raw data – Definition of labels – Definition of KPIs

– Thresholds 13

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Trivadis POC

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NLG - Natural Language Generation

CV as first exposure to customer Consultant’s Business Card – Our customer receives Resumes per e-mail – New applications at customers every month

Winning impression • Professional, updated, straight to business • Better first impression of company and of employee • Wins in a comparison with other candidates’ Resumes

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NLG - Natural Language Generation

Paid alternative Writing or rewriting of summary by consultants • Expected little compliance or no significant improvement • Consultants missing Resume in a given language • New consultants start from scratch • Final text still needs review

Cost of writing and/or reviewing the Resume Summaries by an agency • 450+ CVs: 1 hour/CV • Recurrent cost based on continuous hiring and career progress

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NLG - Natural Language Generation

Target format Summary made of 4-5 statements containing • Relevant experience • Unique skills/qualities • Highlights/accomplishments • Languages What a Resume’s summary should avoid • Simple repetition of Resume’s contents • List of values, like IT tools or job roles • Chronological descriptions: since then, after that, beginning in 2005, etc. • Direct references implying gender and names