"use strict";(self.webpackChunk_toloka_portal_gatsby_renderer=self.webpackChunk_toloka_portal_gatsby_renderer||[]).push([[5227],{34151:function(e,t,i){i.d(t,{r:function(){return D}});var n=i(4942),a=i(37990),r=i(93252),s=i(52893),o=i(74533),l=i(88586),d=i(88709),c=i(51512),u=i(92401),h=i(44172),m=i(25109),p=i(18987),f=i(13598),g=i(62769),w=i(67294),v=i(3468),y=i(81547),x=i(85893);function j(e,t){var i=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),i.push.apply(i,n)}return i}function b(e){for(var t=1;t<arguments.length;t++){var i=null!=arguments[t]?arguments[t]:{};t%2?j(Object(i),!0).forEach((function(t){(0,n.Z)(e,t,i[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(i)):j(Object(i)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(i,t))}))}return e}var k=(0,x.jsxs)("p",{children:["Whether you're looking for data solutions, have an idea for working together,"," ",(0,x.jsx)(v.p.Desktop,{children:(0,x.jsx)("br",{})}),"or need help getting started — we'd love to hear from you."]}),D=function(e){var t=e.eventSlug,i=e.eventCategory,n=e.eventDate,j=e.children,D=e.data,O=e.eventIsOnDemand,P=e.idForm,I=e.returnPathForm,F=e.textareaPlaceholder,S=e.textareaRequired,_=e.formTitle,q=void 0===_?"Registration form":_,A=e.formDescription,T=void 0===A?k:A,C=(0,w.useState)(),N=C[0],R=C[1],z=new Date,B=z.setDate(z.getDate()-1);(0,w.useEffect)((function(){R(n)}),[]);var Z=(0,w.useMemo)((function(){return D.allJavascriptFrontmatter.nodes.map((function(e){return b(b({},e.frontmatter),{},{slug:"/events/"+e.frontmatter.slug})})).concat(f.D).filter((function(e){if(e.category===i&&e.slug!=="/events/"+t&&!0!==e.onlyRecordingsSection)return e.date&&B<+new Date(e.date)||e.isOnDemand})).sort((function(e,t){return e.date&&t.date&&e.date>t.date?1:-1})).slice(0,4)}),[D]);return(0,x.jsxs)(x.Fragment,{children:[(0,x.jsx)(s.q,{og:{img:"https://tlk-infra-front.azureedge.net/portal-static/images/page-head/eventsOg/"+t+".jpg"}}),(0,x.jsx)(o.n,{}),(0,x.jsxs)(l.i,{headerPadding:!0,children:[(0,x.jsx)(a.h,{defaultBackground:"dark"}),j,(O||N&&+new Date(N)>B)&&!1===t.startsWith("watch")&&P?(0,x.jsxs)(x.Fragment,{children:[(0,x.jsx)(c.w,{offset:40}),(0,x.jsx)(m.L,{header:{title:q,info:T},theme:"sandSection",id:"registration_form",children:(0,x.jsx)(p.G,{id:P,slug:I||(y.j?window.location.href+"?registered=true":""),leadSource:"Event Registration (website)",textareaPlaceholder:F,textareaRequired:S})})]}):null,(0,x.jsx)(c.w,{offset:40}),Z.length>0?(0,x.jsx)(m.L,{header:{title:"Similar "+(0,g.s)(i)+"s"},children:(0,x.jsx)(h.X,{events:Z.map((function(e){return e}))})}):null,(0,x.jsx)(u.F,{leftColumn:{title:{text:"Don't miss"},text:(0,x.jsxs)(x.Fragment,{children:["Be sure to attend our informative workshops,"," ",(0,x.jsx)(v.p.Desktop,{children:(0,x.jsx)("br",{})}),"tutorials, and webinars."]})},rightColumn:{input:{label:"Subscribe to updates",placeholder:"Your e-mail"},button:{text:"Get updates",view:"action",type:"submit",size:"l"},successText:"All set! You’ll get an email from us shortly — just click the link to confirm. If it doesn’t show up, check your spam folder.",sendingData:{address:"/api/sender/subscribe",listId:"8AR2Z6Y3-R251"}}}),(0,x.jsx)(c.w,{offset:40}),(0,x.jsx)(r.$,{})]}),(0,x.jsx)(d.f,{})]})}},53370:function(e,t,i){i.d(t,{u:function(){return m}});var n="bD_Z",a="bD_q",r="bD_6",s="bD_h",o="bD_dG",l="bD_dr",d=i(84401),c=i(46237),u=i(57624),h=i(85893),m=function(e){var t=e.title,i=e.button,m=e.text;return(0,h.jsxs)("div",{className:n,children:[(0,h.jsxs)("div",{className:o,children:[(0,h.jsx)(c.D,{level:5,className:a,children:t}),m?(0,h.jsx)("p",{className:s,children:m}):null]}),(0,h.jsx)(d.z,{className:r,view:i.view,type:i.type,size:i.size,url:i.url,onClick:i.onClick,target:i.target,children:i.text}),(0,h.jsx)("div",{className:l,children:(0,h.jsx)(u.F,{})})]})}},18987:function(e,t,i){i.d(t,{G:function(){return g}});var n=i(84181),a=i(79700),r=i.n(a),s=i(84401),o=i(3468),l=i(29005),d=i(34305),c=i(54269),u=i(4511),h=i(67294),m=i(96268),p=i(29499),f=i(85893),g=function(e){var t=e.slug,i=e.id,a=e.isTestForm,g=e.leadSource,w=void 0===g?"WebsiteRegistrationForm":g,v=e.textareaRequired,y=void 0!==v&&v,x=e.textareaPlaceholder,j=void 0===x?"Please drop a few lines about your project":x,b=e.companyRequired,k=void 0===b||b,D=e.jobTitleRequired,O=void 0===D||D,P=e.additionalInputs,I=e.withoutTextArea,F=e.submitButtonText,S=void 0===F?"Submit":F,_=(0,p.useLocation)();(0,h.useEffect)((function(){_.search&&document.querySelectorAll("[id^='utm']").forEach((function(e){e&&(e.value=(0,m.t)(e.id)||"")}))}),[_.search]);var q=(0,h.useMemo)((function(){try{return new URLSearchParams(_.search).get("referer")||void 0}catch(e){return}}),[_.search]);return(0,f.jsxs)("form",{action:"https://webto.salesforce.com/servlet/servlet.WebToLead?encoding=UTF-8",method:"POST",children:[(0,f.jsx)("input",{type:"hidden",name:"oid",defaultValue:"00D7Q000001MbTr"}),(0,f.jsx)("input",{type:"hidden",name:"retURL",defaultValue:t.startsWith("http")?t:"https://toloka.ai/"+t}),(0,f.jsx)("input",{type:"hidden",name:"Campaign_ID",value:i}),(0,f.jsx)("input",{type:"hidden",name:"recordType",id:"recordType",value:"0127Q0000002WpG"}),(0,f.jsx)("input",{id:"00N7Q00000EpH4g",name:"00N7Q00000EpH4g",type:"hidden",value:q}),_.search?(0,f.jsxs)(f.Fragment,{children:[(0,f.jsx)("input",{id:"utm_source",name:"00N7Q000005OX3o",type:"hidden"}),(0,f.jsx)("input",{id:"utm_medium",name:"00N7Q000005OX3j",type:"hidden"}),(0,f.jsx)("input",{id:"utm_term",name:"00N7Q000005OX43",type:"hidden"}),(0,f.jsx)("input",{id:"utm_campaign",name:"00N7Q000005OX3t",type:"hidden"}),(0,f.jsx)("input",{id:"utm_content",name:"00N7Q000005OX3y",type:"hidden"})]}):null,(0,f.jsxs)("div",{className:r()(n.Z.inputsWrap,"light"),children:[(0,f.jsx)(l.I,{placeholder:"First name*",name:"first_name",required:!0}),(0,f.jsx)(l.I,{placeholder:"Last name*",name:"last_name",required:!0}),(0,f.jsx)(l.I,{placeholder:k?"Company*":"Company",name:"company",required:k}),a?null:(0,f.jsx)(l.I,{placeholder:O?"Job title*":"Job title",name:"title",required:O}),(0,f.jsx)(l.I,{placeholder:"Phone number",name:"phone",id:"phone",type:"tel"}),(0,f.jsx)(l.I,{type:"email",placeholder:"Work email*",name:"email",required:!0}),P]}),a||I?null:(0,f.jsx)(c.g,{placeholder:j,id:"00N7Q00000CkEBw",name:"00N7Q00000CkEBw",required:y,className:n.Z.textarea}),(0,f.jsx)(d.X,{label:a?(0,f.jsxs)(f.Fragment,{children:["I consent to allow Intertech Services AG and its affiliates to process my personal information provided in this form under the conditions"," ",(0,f.jsx)(o.p.Desktop,{children:(0,f.jsx)("br",{})}),"and for the purposes defined in the Privacy Policy and Customer Service Agreement, as well as to contact me for follow-up to this request."]}):(0,f.jsxs)(f.Fragment,{children:["I consent to allow Intertech Services AG (Werftestrasse 4, 6005 Luzern, Switzerland) to process my personal information provided in this form to contact me for follow-up to this request. If at any point you wish to withdraw your consent, please fill out the form"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/unsubscribe/",children:"here"}),". For more information about what we do with personal data see our"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/confidential/",children:"privacy notice"}),"."]}),required:!0,className:n.Z.checkbox}),(0,f.jsx)(d.X,{label:a?(0,f.jsxs)(f.Fragment,{children:["I agree to receive advertising and other marketing emails from Intertech Services AG in accordance with the Privacy Policy"," ",(0,f.jsx)(o.p.Desktop,{children:(0,f.jsx)("br",{})})," ","and Customer Service Agreement, including newsletters, invitations to events, and promotional emails."]}):(0,f.jsxs)(f.Fragment,{children:["I agree to receive advertising and other marketing emails from Intertech Services AG (Werftestrasse 4, 6005 Luzern, Switzerland), including newsletters, invitations to events, and promotional emails. If you wish to unsubscribe you can do so by clicking on the unsubscribe link at the end of any email you have received from us to your email address. For more information about what we do with personal data see our"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/confidential/",children:"privacy notice"}),". For more information please click"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/e-newsletter/",children:"here"}),"."]}),id:"00N7Q00000CkDzy",name:"00N7Q00000CkDzy",className:n.Z.checkbox,setValue:"Allow",defaultValue:"Forbid"}),(0,f.jsx)(s.z,{view:"action",type:"submit",className:n.Z.button,children:S}),(0,f.jsx)("input",{id:"lead_source",name:"lead_source",type:"hidden",value:w})]})}},57624:function(e,t,i){i.d(t,{F:function(){return a}});var n=i(85893),a=function(){return(0,n.jsxs)("svg",{xmlns:"http://www.w3.org/2000/svg",width:"375",height:"120",fill:"none",viewBox:"0 0 375 120",children:[(0,n.jsx)("path",{d:"M375 119.5 0 0h375v119.5Z",fill:"#0069FF",fillOpacity:".1"}),(0,n.jsx)("path",{d:"M375 75.5 0 0h375v75.5Z",fill:"#0069FF",fillOpacity:".3"}),(0,n.jsx)("path",{d:"M375 44.353 0 0h375v44.353Z",fill:"#0069FF",fillOpacity:".5"}),(0,n.jsx)("path",{d:"M375 21 0 0h375v21Z",fill:"#0069FF"})]})}},77174:function(e,t,i){i.r(t),i.d(t,{frontmatter:function(){return u},default:function(){return h}});var n=i(51512),a=i(88555),r=i(53370),s=i(34151),o=i(41427),l=i(46237),d=i(72120),c=i(85893),u={slug:"on-demand-nlp-a-z",title:"NLP A-to-Z: From data collection to a trained model",description:"In these talks you will learn how to gather quality data starting from data scraping and finishing with building the full model.",isOnDemand:!0,category:"webinar",hosts:[{imageId:"1653637617175328-15703960958730428392",name:"Itamar Abramovich"},{imageId:"1653637021812791-7991231336621669011",name:"Shay Hummel"},{imageId:"1653636936412509-10479065613333127445",name:"Tal Rosenwein"},{imageId:"VFeyhjwZLWoBnWODaDDa",name:"Olga Megorskaya"},{imageId:"PpwZ35ibU38tw4hK-Z9P",name:"David Baron"}],isRecording:!1};function h(e){var t=e.data;return(0,c.jsx)(s.r,{data:t,eventCategory:u.category,eventSlug:u.slug,eventIsOnDemand:u.isOnDemand,idForm:"7017Q00000050MR",returnPathForm:"watch-nlp-a-z",children:(0,c.jsxs)(a.D,{hideTag:!0,hideBackLink:!0,toc:[{url:"#overview",title:"Overview"},{url:"#data-scraping",title:"Data scraping"},{url:"#off-the-shelf",title:"Off-the-shelf solutions will only get you so far"},{url:"#reading-device",title:"Device for people with reading difficulties"}],form:u.isOnDemand||new Date(u.date)>new Date?(0,c.jsx)(r.u,{title:"Watch on demand",button:{view:"action",text:"Get recording",size:"l",onClick:function(){return(0,d.scrollToElement)("registration_form")}}}):null,isOnDemand:!0,button:{view:"action",text:"Get recording",size:"l",onClick:function(){return(0,d.scrollToElement)("registration_form")}},title:u.title,description:u.description,category:u.category,date:u.date,children:[(0,c.jsx)(l.D,{level:2,styleAs:4,id:"overview",children:"Overview"}),(0,c.jsx)("p",{children:"Data is everywhere. It is used in every aspect of our life - health, insurance, finance, traveling, science, you name it. Collecting quality data in an efficient way is a challenging task — we need to define the right target in advance, aim at the right audience, and make sure the data quality is optimal. Good data can be used to train ML models which later serve the above applications. In these talks you will learn how to gather quality data starting from data scraping and data annotation and finishing with building the full model and its effect on results quality."}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(l.D,{level:2,styleAs:4,id:"data-scraping",children:"Data scraping"}),(0,c.jsx)("p",{children:"Fact: The internet is the largest database ever created. It is where our market, industry and the public’s reality happen by the second. To remain competitive and relevant every company, organization and business must tap into web data. Even the once most reluctant organizations have now turned to web data such as banks, finance services and more."}),(0,c.jsx)("p",{children:"In this session, Bright Data Director of Data Products, Itamar Abramovich will discuss and show real-life examples of why and how web data has made and is still making a huge difference in a company’s growth strategy."}),(0,c.jsx)("p",{children:"Bright Data is the industry-leading web data platform with over 15,000 customers and partners from across every industry. The company has made it its mission to deliver quality, reliable public web data with ease and simplicity."}),(0,c.jsx)("p",{children:"Join this expert presentation to learn from up-close how web data can help you solve some of your most critical challenges today."}),(0,c.jsx)(n.w,{offset:24}),(0,c.jsx)(o.B,{people:[{imgSrc:"1653637617175328-15703960958730428392",name:"Itamar Abramovich",info:"Director of Data Products",company:"BrightData",link:{href:"https://www.linkedin.com/in/itamarab/",iconPosition:"right",text:"Profile link"}}]}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(l.D,{level:2,styleAs:4,id:"off-the-shelf",children:"Off-the-shelf solutions will only get you so far"}),(0,c.jsx)("p",{children:"While knowledge is power, it’s often fragmented, disorganized, and inaccessible. SparkBeyond’s Knowledge Mining system parses the web’s wealth of unstructured data to deliver contextual answers to high-stakes problems. Our knowledge graph generator, Knomi, strings together multiple search engines with SOTA language models to produce structured responses. Off-the-shelf models produced impressive results yet for many applications the accuracy was not sufficient."}),(0,c.jsx)("p",{children:"We needed to adapt the models to our needs. We will describe how we incorporate real-life labeled data to add a bespoke model on top of the off-the-shelf models. We will discuss the importance of diverse datasets and how this work improved accuracy and customer satisfaction."}),(0,c.jsx)(n.w,{offset:24}),(0,c.jsx)(o.B,{people:[{imgSrc:"1653637021812791-7991231336621669011",name:"Shay Hummel",info:"Director of Knowledge Mining",company:"SparkBeyond",link:{href:"https://www.linkedin.com/in/shay-hummel-776a0259/",iconPosition:"right",text:"Profile link"}}]}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(l.D,{level:2,styleAs:4,id:"reading-device",children:"End-to-end question answering on a handheld device for the benefit of people with reading difficulties"}),(0,c.jsx)("p",{children:"Dyslexia affects 15-20% of the world's population; it is a language-based learning disability that results in difficulties with specific language skills, particularly reading. Dyslexic people usually experience difficulties with other language skills such as spelling, pronouncing words, and reading comprehension."}),(0,c.jsx)("p",{children:"In this talk, I will present a question-answering feature that helps to improve comprehension capabilities. Using a voiced-based interface, the user can query physical documents (e.g., books, newspapers) captured by the OrCam device, and the answer is played through the speakers. This feature incorporates models from multiple domains such as computer vision (CV), optical character recognition (OCR), automatic speech recognition (ASR), natural language processing (NLP), and text to speech (TTS)."}),(0,c.jsx)(n.w,{offset:24}),(0,c.jsx)(o.B,{people:[{imgSrc:"1653636936412509-10479065613333127445",name:"Tal Rosenwein",info:"VP of R&D, AI and Algorithms",company:"OrCam",link:{href:"https://www.linkedin.com/in/tal-rosenwein/",iconPosition:"right",text:"Profile link"}}]}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(n.w,{offset:56}),(0,c.jsx)(l.D,{level:2,styleAs:4,id:"reading-device",children:"Toloka with Adaptive ML models"}),(0,c.jsx)(n.w,{offset:24}),(0,c.jsx)(o.B,{people:[{imgSrc:"PpwZ35ibU38tw4hK-Z9P",name:"David Baron",info:"Regional Account Lead",company:"Toloka",link:{href:"https://il.linkedin.com/in/barondav",iconPosition:"right",text:"Profile link"}}]})]})})}}}]);