blob: 139ada877f7c285a6513e9dfe1d1a83137c083e9 [file] [log] [blame]
Marc Kupietz83305222016-04-28 09:57:22 +02001<!DOCTYPE html>
2<html>
3 <head>
Marc Kupietzc053d972019-01-10 10:41:51 +01004 <% my $plain_title = $title; $plain_title=~s/<[^>]+>//g; %>
Marc Kupietz86b50292019-02-17 21:03:59 +01005 <title><%= $plain_title %>:<%= $word %> · IDS word vector analysis</title>
Marc Kupietz80bd7b92017-07-04 16:25:54 +02006 <link rel="stylesheet" href="//code.jquery.com/ui/1.12.1/themes/base/jquery-ui.css">
Marc Kupietz58270662017-12-04 12:10:06 +01007 <link href="https://fonts.googleapis.com/css?family=Lato|Roboto+Condensed" rel="stylesheet">
Marc Kupietz80bd7b92017-07-04 16:25:54 +02008 <script src="http://code.jquery.com/jquery-latest.min.js"></script>
Marc Kupietz5f532b32019-01-23 10:03:18 +01009 <script src = "https://cdn.datatables.net/1.10.18/js/jquery.dataTables.min.js"></script>
10 <script src = "https://cdn.datatables.net/fixedcolumns/3.2.5/js/dataTables.fixedColumns.min.js"></script>
11 <script src = "https://cdn.datatables.net/plug-ins/1.10.18/sorting/scientific.js"></script>
12 <script src='https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML'></script>
13 <link rel="stylesheet" href="https://cdn.datatables.net/1.10.18/css/jquery.dataTables.min.css">
Marc Kupietz4949d232018-03-19 16:43:18 +010014 <link rel="stylesheet" href="/derekovecs/css/derekovecs.css">
Marc Kupietz80bd7b92017-07-04 16:25:54 +020015 <script
Marc Kupietze6a7a732018-01-12 09:21:08 +010016 src="http://code.jquery.com/ui/1.12.1/jquery-ui.min.js"
17 integrity="sha256-VazP97ZCwtekAsvgPBSUwPFKdrwD3unUfSGVYrahUqU="
18 crossorigin="anonymous"></script>
Marc Kupietz80bd7b92017-07-04 16:25:54 +020019 <script>
Marc Kupietza0ffb392018-01-25 08:53:43 +010020 MathJax.Hub.Config({
21 config: ["MMLorHTML.js"],
22 jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
23 extensions: ["tex2jax.js","mml2jax.js","MathMenu.js","MathZoom.js", "fast-preview.js", "AssistiveMML.js", "a11y/accessibility-menu.js"],
24 TeX: {
25 extensions: ["AMSmath.js","AMSsymbols.js","noErrors.js","noUndefined.js"]
26 }
27 });
Marc Kupietz58270662017-12-04 12:10:06 +010028 var urlParams = new URLSearchParams(window.location.search);
Marc Kupietzb3a2e4f2017-12-08 17:25:53 +010029 var currentWords = urlParams.get("word");
Marc Kupietza0ffb392018-01-25 08:53:43 +010030 var CIIsearchWords = (currentWords && currentWords.includes(" ") ? '('+currentWords.replace(/ +/g, " oder ")+')' : currentWords);
Marc Kupietz66bfd952017-12-11 09:59:45 +010031 var collocatorTable = null;
Marc Kupietz86b50292019-02-17 21:03:59 +010032 var plainTitle ="<%= $plain_title %>"
Marc Kupietz78d7c1a2019-02-17 22:31:22 +010033 var korapPath="/";
34 if (plainTitle.match(/-en/)) {
35 korapPath="/instance/english";
36 }
Marc Kupietz58270662017-12-04 12:10:06 +010037 $(document).ready(function() {
Marc Kupietz694610d2017-11-25 18:30:03 +010038
Marc Kupietza0ffb392018-01-25 08:53:43 +010039 $('#firstable').hide();
40 //Set up a callback to hear back when MathJax is done rendering the equations
41 // it finds
42 $('#ccd').load(
43 '@Url.Action("ActionResultMethod","ControllerName",{controller parameters})',
44 function () {
45 MathJax.Hub.Queue(
46 ["Typeset",MathJax.Hub,"ccd"],
Marc Kupietz95977002019-02-26 09:09:59 +010047 function () {
Marc Kupietz7bd55232019-01-22 15:29:06 +010048 $("#mi_tt").attr("title",$("#pmi_ttt").html());
Marc Kupietza0ffb392018-01-25 08:53:43 +010049 $("#lfmd_tt").attr("title",$("#lfmd_ttt").html());
Marc Kupietz7bd55232019-01-22 15:29:06 +010050 $("#md_tt").attr("title",$("#md_ttt").html());
Marc Kupietza0ffb392018-01-25 08:53:43 +010051 $("#npmi_tt").attr("title",$("#npmi_ttt").html());
Marc Kupietzf19814b2019-01-21 16:50:19 +010052 $("#ll_tt").attr("title",$("#ll_ttt").html());
Marc Kupietz7bd55232019-01-22 15:29:06 +010053 $("#logdice_tt").attr("title",$("#logdice_ttt").html());
Marc Kupietz63b268f2019-01-22 22:34:29 +010054 $("#logdiceaf_tt").attr("title",$("#logdiceaf_ttt").html());
Marc Kupietza0ffb392018-01-25 08:53:43 +010055 }
56 );
57 });
58
59 //set things up so that we can shove raw html into what is shown in the tooltip;
60 // in this case, we will have already put into the title attribute the html that
61 // contains the MathJax rendered equations (via what we do in the callback).
62 $(function () {
63 $(document).tooltip({
64 content: function () {
65 return $(this).prop('title');
66 }
67 });
68 });
69
Marc Kupietze6a7a732018-01-12 09:21:08 +010070 $("input").bind("keydown", function(event) {
71 // track enter key
72 var keycode = (event.keyCode ? event.keyCode : (event.which ? event.which : event.charCode));
73 if (keycode == 13) { // keycode for enter key
74 // force the 'Enter Key' to implicitly click the Update button
75 document.getElementById('SEARCH').click();
76 return false;
77 } else {
78 return true;
79 }});
Marc Kupietzdab9f222017-11-29 14:22:59 +010080
Marc Kupietze871abd2018-01-25 16:18:27 +010081 var collocatorTable_activated = false;
Marc Kupietze6a7a732018-01-12 09:21:08 +010082 $( "#tabs" ).on( "tabsactivate", function( event, ui ) {
83 if (localStorage) localStorage['tab'] = ui.newTab.index();
Marc Kupietzd7760b42019-02-21 09:01:44 +010084 if(ui.newTab.index() == 3 && !collocatorTable_activated) {
Marc Kupietze871abd2018-01-25 16:18:27 +010085 classicCollocatorTable.columns.adjust();
86 collocatorTable.columns.adjust();
87 collocatorTable_activated = true;
88 }
Marc Kupietze6a7a732018-01-12 09:21:08 +010089 });
90
91 $(function(){
92 $("#SEARCH").click(function() {
93 window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
Marc Kupietz58270662017-12-04 12:10:06 +010094 });
Marc Kupietze6a7a732018-01-12 09:21:08 +010095 });
Marc Kupietz0af83e32017-11-27 09:31:37 +010096
Marc Kupietze6a7a732018-01-12 09:21:08 +010097 function changeCharColor(txt, heat, word) {
98 var newText = "";
99 for (var i=0, l=txt.length; i<l; i++) {
Marc Kupietz86b50292019-02-17 21:03:59 +0100100 newText += (i == 5 ? txt.charAt(i) : '<a href="http://korap.ids-mannheim.de' + korapPath + '/?ql=cosmas2&q=' +
Marc Kupietze6a7a732018-01-12 09:21:08 +0100101 CIIsearchWords + ' /' + (i > 5? '%2B' : '-') + 'w' +
102 Math.abs(i-5) + ':' + Math.abs(i-5) + ' ' + word +
103 '" target="korap"><span style="background-color:' +
104 getHeatColor(heat[i]/maxHeat)+'">'+txt.charAt(i)+'</span></a>');
Marc Kupietzb6c615d2017-12-02 10:38:20 +0100105 }
Marc Kupietze6a7a732018-01-12 09:21:08 +0100106 return newText;
107 }
Marc Kupietzb6c615d2017-12-02 10:38:20 +0100108
Marc Kupietze6a7a732018-01-12 09:21:08 +0100109 function getHeatColor(value) {
110 var hue=((1-value)*120).toString(10);
111 return ["hsl(",hue,",90%,70%)"].join("");
112 }
113
114 function bitvec2window(n, heat, word) {
115 var str = n.toString(2).padStart(10, "0")
116 .replace(/^([0-9]{5})/, '$1x')
117 .replace(/0/g, '·')
118 .replace(/1/g, '+');
119 return changeCharColor(str, heat, word);
120 }
121
122 % use Mojo::ByteStream 'b';
123 var paraResults = <%= b(Mojo::JSON::to_json($lists)) %>;
124 var urlprefix = new URLSearchParams(window.location.search);
125 if (paraResults.length > 0 && paraResults[0] != null) {
126 var nvecs = [],
127 nwords = [],
128 nranks = [],
129 nmarked = [];
130 for(var i = 0; i < paraResults.length; i++) {
131 nwords = nwords.concat(paraResults[i].map(function(a){return a.word;}));
132 nvecs = nvecs.concat(paraResults[i].map(function(a){return a.vector;}));
133 nranks = nranks.concat(paraResults[i].map(function(a){return a.rank;}));
134 nmarked = nmarked.concat(paraResults[i].map(function(a){return a.marked;}));
Marc Kupietz0d4c0ca2017-12-04 09:18:56 +0100135 }
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100136 showMap({target: " "+urlParams.get('word')+" ", mergedEnd: <%= $mergedEnd %>, words: nwords, vecs: nvecs, ranks: nranks, marked: nmarked} );
Marc Kupietze6a7a732018-01-12 09:21:08 +0100137 var t = $('#firsttable').DataTable({
Marc Kupietzee894d52019-01-09 14:55:14 +0100138 data: [].concat.apply([], paraResults),
Marc Kupietze6a7a732018-01-12 09:21:08 +0100139 "sScrollY": "780px",
140 "bScrollCollapse": true,
141 "bPaginate": false,
142 "bJQueryUI": true,
143 "dom": '<"top">rt<"bottom"flp><"clear">',
Marc Kupietz384c9132018-03-19 16:45:24 +0100144 "initComplete":function(settings, json) {
145 $('td.paradigmator a').on('mousedown', function(e) {
Marc Kupietz86b50292019-02-17 21:03:59 +0100146 return paradigmatorClick(e, paraResults[0][0].word, this.childNodes["0"].textContent);
Marc Kupietz384c9132018-03-19 16:45:24 +0100147 });
148 },
Marc Kupietze6a7a732018-01-12 09:21:08 +0100149 "columns": [
150 { "data": "rank", type: "allnumeric" },
151 { "data": "dist", render: function ( data, type, row ) {return data.toFixed(3) }},
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100152 { "data": "word", class: "paradigmator", render: function ( data, type, row ) {
153 urlprefix.set("word", data); return '<a class="' + getMergedClass(row.rank) + '" href="?' + urlprefix + '">' + data + '</a>'
154 }}
Marc Kupietze6a7a732018-01-12 09:21:08 +0100155 ],
156 "columnDefs": [
157 { className: "dt-right", "targets": [0,1] },
158 { "searchable": false,
159 "orderable": false,
160 "targets": 0
161 },
162 { "orderSequence": [ "desc" ], "targets": [ 1 ] },
163 { "orderSequence": [ "asc", "desc" ], "targets": [ 2 ] },
164 ],
165 "oLanguage": {
166 "sSearch": "Filter: "
167 },
168 "order": [[ 1, 'desc' ]],
169 } );
Marc Kupietz0d4c0ca2017-12-04 09:18:56 +0100170
Marc Kupietze6a7a732018-01-12 09:21:08 +0100171 t.on( 'order.dt search.dt', function () {
172 t.column(0, {order:'applied'}).nodes().each( function (cell, i) {
173 cell.innerHTML = i+1;
174 } );
175 } ).draw();
176
177 $( "#first" ).clone().prependTo( "#tabs-2" );
178
179 }
180
181
182 var collocatorData = <%= b(Mojo::JSON::to_json($collocators)) %>;
183 var maxHeat; // = Math.max.apply(Math,collocatorData.map(function(o){return o.cprob;}))
184
Marc Kupietz95977002019-02-26 09:09:59 +0100185 vocabDistanceTable = makeVocabDistanceTable("#vocabdistt", baseURL);
Marc Kupietzd7760b42019-02-21 09:01:44 +0100186
Marc Kupietze6a7a732018-01-12 09:21:08 +0100187 if (collocatorData != null) {
188 maxHeat = Math.max.apply(Math,collocatorData.map(function(o){return Math.max.apply(Math,o.heat);}))
189 collocatorTable = $('#secondtable').DataTable({
190 data: collocatorData,
191 "sScrollY": "780px",
192 "bScrollCollapse": true,
193 "bPaginate": false,
194 "bJQueryUI": true,
195 "dom": '<"top">rt<"bottom"flp><"clear">',
196 "columns": [
197 { "data": "rank", type: "allnumeric" },
198 { "data": "pos", width: "7%", sClass: "dt-center mono compact", render: function ( data, type, row ) {return bitvec2window(data, row.heat, row.word) }},
199 { "data": "max", render: function ( data, type, row ) {return data.toFixed(3) }},
200 { "data": "average", render: function ( data, type, row ) {return data.toFixed(3) }},
201 { "data": "prob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
202 { "data": "cprob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
203 { "data": "overall", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
204 { "data": "word", sClass: "collocator" },
205 { "data": "rank", type: "allnumeric" }
206 ],
207 "columnDefs": [
208 { className: "dt-right", "targets": [0,2,3,4,5,6] },
209 { className: "dt-center", "targets": [ 1] },
210 { "searchable": false,
211 "orderable": false,
212 "targets": [0, 8]
213 },
214 { "type": "scientific", targets: [2,3,4,5,6] },
215 { "orderSequence": [ "desc" ], "targets": [ 2, 3, 4, 5, 6 ] },
216 { "orderSequence": [ "asc", "desc" ], "targets": [ 1, 7 ] },
217 { "targets": [8], "visible": false }
218 ],
219 "oLanguage": {
220 "sSearch": "Filter: "
221 },
222 "order": [[ 4, 'desc' ]],
223 } );
224 $.ajaxSetup({
225 type: 'POST',
226 timeout: 30000,
227 error: function(xhr) {
228 $('#display_error')
229 .html('Error: ' + xhr.status + ' ' + xhr.statusText);
230 }
Marc Kupietz78b434a2018-01-12 22:33:32 +0100231 });
Marc Kupietze6a7a732018-01-12 09:21:08 +0100232
Marc Kupietz384c9132018-03-19 16:45:24 +0100233
234 if($('#sprofiles').length) {
235 similarProfileTable = $('#sprofiles').DataTable({
236 ajax: {
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100237 method: "GET",
Marc Kupietz384c9132018-03-19 16:45:24 +0100238 url: '/derekovecs/getSimilarProfiles',
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100239 dataType: 'json',
240 dataSrc: "",
241 timeout: 30000,
242 data: { w: paraResults[0][0].rank }
Marc Kupietz384c9132018-03-19 16:45:24 +0100243 },
244 "initComplete":function(settings, json){
245 $('td.paradigmator a').on('mousedown', function(e) {
246 if (e.which === 2) {
247 e.preventDefault();
248 queryKorAPalternatives(paraResults[0][0].word, this.childNodes["0"].textContent);
249 return false;
250 }
251 });
252 },
253 "sScrollY": "780px",
254 "bScrollCollapse": true,
255 "bPaginate": false,
256 "bJQueryUI": true,
257 "dom": '<"top">rt<"bottom"flp><"clear">',
258 "columns": [
259 { "data": "v", render: function ( data, type, row ) {return data.toFixed(3) }},
260 { "data": "w", sClass: "paradigmator", render: function ( data, type, row ) {urlprefix.set("word", data); return '<a href="?' + urlprefix + '">' + data + '</a>' } }
261 ],
262 "columnDefs": [
263 { className: "dt-right", "targets": [0] },
264 ],
265 "oLanguage": {
266 "sSearch": "Filter: "
267 },
268 "order": [[ 0, 'desc' ]],
269 });
270 }
Marc Kupietzd7760b42019-02-21 09:01:44 +0100271
Marc Kupietz384c9132018-03-19 16:45:24 +0100272 // var filterQuot = /(^quot?=[A-Z])|(quot$)/g;
273 var filterQuot = /^quot/;
Marc Kupietz4784fae2019-02-04 12:32:12 +0100274 var ccResult;
Marc Kupietz86b50292019-02-17 21:03:59 +0100275 var baseURL = window.location.pathname.replace(/[/]$/, '')
Marc Kupietz95977002019-02-26 09:09:59 +0100276 classicCollocatorTable = makeClassicCollocatorTable('#classicoloctable', baseURL, paraResults[0][0].rank)
Marc Kupietze6a7a732018-01-12 09:21:08 +0100277
Marc Kupietz1acb3172018-02-17 09:41:26 +0100278 $('#show-details').change(function (e) {
279 var columns = classicCollocatorTable.columns(".detail");
280 if(this.checked) {
281 columns.visible(true);
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100282 $("#ccd").css('width', 'auto');
Marc Kupietz1acb3172018-02-17 09:41:26 +0100283 } else {
284 columns.visible(false);
Marc Kupietz08bfd402019-01-23 10:05:17 +0100285 $("#ccd").css('width', '680px');
Marc Kupietz1acb3172018-02-17 09:41:26 +0100286 }
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100287 classicCollocatorTable.columns.adjust().draw();
Marc Kupietz1acb3172018-02-17 09:41:26 +0100288 } );
289
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100290 $("td.collocator").click(function(){
291 queryKorAPCII(this.textContent + " /w5 " + CIIsearchWords);
Marc Kupietzad783722018-01-13 17:45:21 +0100292 });
293
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100294 collocatorTable.on( 'order.dt search.dt', function () {
295 collocatorTable.column(0, {order:'applied'}).nodes().each( function (cell, i) {
296 cell.innerHTML = i+1;
297 } );
298 }).draw();
299 }
Marc Kupietze6a7a732018-01-12 09:21:08 +0100300
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100301 if (localStorage && !window.location.hash) { // let's not crash if some user has IE7
302 var index = parseInt(localStorage['tab']||'0');
303 $("#tabs").tabs({ active: index });
304 }
305 $("#tabs").css("visibility", "visible"); // now we can show the tabs
306 });
Marc Kupietz58270662017-12-04 12:10:06 +0100307
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100308 $(function(){
309 $("#dropdownoptions").dialog({
310 title: "Options",
311 autoOpen: false,
312 modal: false,
313 draggable: false,
314 height: "auto",
315 width: "auto",
316 resizable: false,
317 buttons: {
318 "Cancel": function() {
319 $( this ).dialog( "close" );
Marc Kupietze6a7a732018-01-12 09:21:08 +0100320 },
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100321 "Apply": function() {
322 window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
Marc Kupietze6a7a732018-01-12 09:21:08 +0100323 }
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100324 }
325 });
326 });
327
328 $(function(){
329 $("#showoptions").click(function(){
330 $("#dropdownoptions").dialog("open");
331 var target = $(this);
332 $("#dropdownoptions").dialog("widget").position({
333 my: 'left bottom',
334 at: 'left bottom',
335 of: target
Marc Kupietz58270662017-12-04 12:10:06 +0100336 });
Marc Kupietze6a7a732018-01-12 09:21:08 +0100337 });
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100338 });
339
340 $( function() {
341 $( "#no_iterations" ).spinner({
342 spin: function( event, ui ) {
343 if ( ui.value < 1000 ) {
344 $( this ).spinner( "value", 1000 );
345 return false;
346 } else if ( ui.value > 10000 ) {
347 $( this ).spinner( "value", 10000 );
348 return false;
349 }
350 }
351 });
352 } );
353
354 $( function() {
355 $( "#neighbours" ).spinner({
356 spin: function( event, ui ) {
357 if ( ui.value < 0 ) {
358 $( this ).spinner( "value", 0 );
359 return false;
360 } else if ( ui.value > 200 ) {
361 $( this ).spinner( "value", 200 );
362 return false;
363 }
364 }
365 });
366 } );
367
368 $( function() {
369 $( "#cutoff" ).spinner({
370 spin: function( event, ui ) {
371 if ( ui.value < 100000 ) {
372 $( this ).spinner( "value", 100000 );
373 return false;
374 } else if ( ui.value > 2000000 ) {
375 $( this ).spinner( "value", 2000000 );
376 return false;
377 }
378 }
379 });
380 } );
381
382 $( function() {
383 $( "#tabs" ).tabs().addClass('tabs-min');
384 } );
385
386 $( function() {
387 $( ".controlgroup-vertical" ).controlgroup({
388 "direction": "vertical"
389 });
390 } );
391
392 $(function() {
393 $( document ).tooltip({
394 content: function() {
395 return $(this).attr('title');
396 }}
397 )
398 });
399
400 $(function () {
401 $(document).tooltip({
402 content: function () {
403 return $(this).prop('title');
404 },
405 show: null,
406 close: function (event, ui) {
407 ui.tooltip.hover(
408 function () {
409 $(this).stop(true).fadeTo(400, 1);
410 },
411 function () {
412 $(this).fadeOut("400", function () {
413 $(this).remove();
414 })
415 });
416 }
417 });
418 });
Marc Kupietz83305222016-04-28 09:57:22 +0200419 </script>
Marc Kupietz58270662017-12-04 12:10:06 +0100420 <script src="//d3js.org/d3.v3.min.js" charset="utf-8"></script>
421 <script src="/derekovecs/js/tsne.js"></script>
422 <script src="/derekovecs/js/som.js"></script>
423 <script src="/derekovecs/js/labeler.js"></script>
Marc Kupietzcdd51302018-03-19 16:36:54 +0100424 <script src="/derekovecs/js/derekovcs.js"></script>
Marc Kupietz83305222016-04-28 09:57:22 +0200425 <script>
426
427 var opt = {epsilon: <%= $epsilon %>, perplexity: <%= $perplexity %>},
Marc Kupietz58270662017-12-04 12:10:06 +0100428 mapWidth = 800, // width map
429 mapHeight = 800,
430 jitterRadius = 7;
Marc Kupietz83305222016-04-28 09:57:22 +0200431
432 var T = new tsnejs.tSNE(opt); // create a tSNE instance
433
434 var Y;
435
436 var data;
437 var labeler;
438
439 function applyJitter() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100440 svg.selectAll('.tsnet')
441 .data(labels)
442 .transition()
443 .duration(50)
444 .attr("transform", function(d, i) {
445 T.Y[i][0] = (d.x - mapWidth/2 - tx)/ss/20;
446 T.Y[i][1] = (d.y - mapHeight/2 - ty)/ss/20;
447 return "translate(" +
Marc Kupietz81aeed22019-02-17 21:22:45 +0100448 (d.x) + "," +
449 (d.y) + ")";
Marc Kupietze6a7a732018-01-12 09:21:08 +0100450 });
Marc Kupietz83305222016-04-28 09:57:22 +0200451 }
Marc Kupietz34c08172017-11-29 17:08:47 +0100452
Marc Kupietz83305222016-04-28 09:57:22 +0200453 function updateEmbedding() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100454 var Y = T.getSolution();
455 svg.selectAll('.tsnet')
456 .data(data.words)
457 .attr("transform", function(d, i) {
458 return "translate(" +
Marc Kupietz81aeed22019-02-17 21:22:45 +0100459 ((Y[i][0]*20*ss + tx) + mapWidth/2) + "," +
460 ((Y[i][1]*20*ss + ty) + mapHeight/2) + ")"; });
Marc Kupietz83305222016-04-28 09:57:22 +0200461 }
462
463 var svg;
464 var labels = [];
465 var anchor_array = [];
466 var text;
467
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100468 function getMergedClass(i) {
Marc Kupietzd7760b42019-02-21 09:01:44 +0100469 if(typeof data !== 'undefined' && i > data.mergedEnd) {
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100470 return " merged"
471 } else {
472 return "";
473 }
474 }
475
476 function getRankTooltip(i) {
477 if(data.mergedEnd) {
478 if(data.ranks[i] < data.mergedEnd) {
479 return "rank: "+i +" "+"freq. rank: "+(data.ranks[i]).toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
480 } else {
481 return "rank: "+i +" "+"freq. rank: "+(data.ranks[i]-data.mergedEnd).toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",") + " (merged vocab)";
482 }
483 } else {
484 return "rank: "+i +" "+"freq. rank: "+data.ranks[i].toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
485 }
486 }
487
Marc Kupietz83305222016-04-28 09:57:22 +0200488 function drawEmbedding() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100489 var urlprefix = new URLSearchParams(window.location.search);
490 urlprefix.delete("word");
491 urlprefix.append("word","");
Marc Kupietz8f9c86a2017-12-04 17:17:13 +0100492
Marc Kupietze6a7a732018-01-12 09:21:08 +0100493 $("#embed").empty();
494 var div = d3.select("#embed");
Marc Kupietz34c08172017-11-29 17:08:47 +0100495
Marc Kupietze6a7a732018-01-12 09:21:08 +0100496 // get min and max in each column of Y
497 var Y = T.Y;
Marc Kupietz34c08172017-11-29 17:08:47 +0100498
Marc Kupietze6a7a732018-01-12 09:21:08 +0100499 svg = div.append("svg") // svg is global
500 .attr("width", mapWidth)
501 .attr("height", mapHeight);
Marc Kupietz34c08172017-11-29 17:08:47 +0100502
Marc Kupietze6a7a732018-01-12 09:21:08 +0100503 var g = svg.selectAll(".b")
504 .data(data.words)
505 .enter().append("g")
506 .attr("class", "tsnet");
Marc Kupietz34c08172017-11-29 17:08:47 +0100507
Marc Kupietze6a7a732018-01-12 09:21:08 +0100508 g.append("a")
509 .attr("xlink:href", function(word) {
510 return "?"+urlprefix+word; })
511 .attr("class", function(d, i) {
512 var res="";
513 if(data.marked[i]) {
514 res="marked ";
515 }
516 if(data.target.indexOf(" "+d+" ") >= 0) {
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100517 res += "target";
518 }
519 if(data.mergedEnd && data.ranks[i] >= data.mergedEnd) {
520 return res+" merged";
Marc Kupietze6a7a732018-01-12 09:21:08 +0100521 } else {
522 return res;
523 }
524 })
525 .attr("title", function(d, i) {
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100526 return getRankTooltip(i);
Marc Kupietze6a7a732018-01-12 09:21:08 +0100527 })
528 .append("text")
529 .attr("text-anchor", "top")
530 .attr("font-size", 12)
531 .text(function(d) { return d; });
Marc Kupietz34c08172017-11-29 17:08:47 +0100532
Marc Kupietz384c9132018-03-19 16:45:24 +0100533 g.append("svg:title")
534 .text(function(d, i) {
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100535 return getRankTooltip(i);
Marc Kupietz384c9132018-03-19 16:45:24 +0100536 });
537
Marc Kupietze6a7a732018-01-12 09:21:08 +0100538 var zoomListener = d3.behavior.zoom()
539 .scaleExtent([0.1, 10])
540 .center([0,0])
541 .on("zoom", zoomHandler);
542 zoomListener(svg);
Marc Kupietz83305222016-04-28 09:57:22 +0200543 }
544
545 var tx=0, ty=0;
546 var ss=1;
547 var iter_id=-1;
548
549 function zoomHandler() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100550 tx = d3.event.translate[0];
551 ty = d3.event.translate[1];
552 ss = d3.event.scale;
553 updateEmbedding();
Marc Kupietz83305222016-04-28 09:57:22 +0200554 }
555
556 var stepnum = 0;
557
558 function stopStep() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100559 clearInterval(iter_id);
560 text = svg.selectAll("text");
Marc Kupietz34c08172017-11-29 17:08:47 +0100561
Marc Kupietze6a7a732018-01-12 09:21:08 +0100562 // jitter function needs different data and co-ordinate representation
563 labels = d3.range(data.words.length).map(function(i) {
564 var x = (T.Y[i][0]*20*ss + tx) + mapWidth/2;
565 var y = (T.Y[i][1]*20*ss + ty) + mapHeight/2;
566 anchor_array.push({x: x, y: y, r: jitterRadius});
567 return {
568 x: x,
569 y: y,
570 name: data.words[i]
571 };
572 });
Marc Kupietz34c08172017-11-29 17:08:47 +0100573
Marc Kupietze6a7a732018-01-12 09:21:08 +0100574 // get the actual label bounding boxes for the jitter function
575 var index = 0;
576 text.each(function() {
577 labels[index].width = this.getBBox().width;
578 labels[index].height = this.getBBox().height;
579 index += 1;
580 });
Marc Kupietz83305222016-04-28 09:57:22 +0200581
Marc Kupietz34c08172017-11-29 17:08:47 +0100582
Marc Kupietze6a7a732018-01-12 09:21:08 +0100583 // setTimeout(updateEmbedding, 1);
584 // setTimeout(
585 labeler = d3.labeler()
586 .label(labels)
587 .anchor(anchor_array)
588 .width(mapWidth)
589 .height(mapHeight)
590 .update(applyJitter);
591 // .start(1000);
Marc Kupietz83305222016-04-28 09:57:22 +0200592
Marc Kupietze6a7a732018-01-12 09:21:08 +0100593 iter_id = setInterval(jitterStep, 1);
Marc Kupietz83305222016-04-28 09:57:22 +0200594 }
595
596 var jitter_i=0;
597
598 function jitterStep() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100599 if(jitter_i++ > 100) {
600 clearInterval(iter_id);
601 } else {
602 labeler.start2(10);
603 applyJitter();
604 }
Marc Kupietz83305222016-04-28 09:57:22 +0200605 }
606
607 var last_cost=1000;
608
609 function step() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100610 var i = T.iter;
Marc Kupietz34c08172017-11-29 17:08:47 +0100611
Marc Kupietze6a7a732018-01-12 09:21:08 +0100612 if(i > <%= $no_iterations %>) {
613 stopStep();
614 } else {
615 var cost = Math.round(T.step() * 100000) / 100000; // do a few steps
616 $("#cost").html("tsne iteration " + i + ", cost: " + cost.toFixed(5));
617 if(i % 250 == 0 && cost >= last_cost) {
618 stopStep();
Marc Kupietz58270662017-12-04 12:10:06 +0100619 } else {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100620 last_cost = cost;
621 updateEmbedding();
Marc Kupietz58270662017-12-04 12:10:06 +0100622 }
Marc Kupietze6a7a732018-01-12 09:21:08 +0100623 }
Marc Kupietz83305222016-04-28 09:57:22 +0200624 }
625
626 function showMap(j) {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100627 data=j;
628 T.iter=0;
629 iter_id = -1;
630 last_cost=1000;
631 T.initDataRaw(data.vecs); // init embedding
632 drawEmbedding(); // draw initial embedding
Marc Kupietz78114532017-11-29 17:00:16 +0100633
Marc Kupietze6a7a732018-01-12 09:21:08 +0100634 if(iter_id >= 0) {
635 clearInterval(iter_id);
636 }
637 //T.debugGrad();
638 iter_id = setInterval(step, 1);
639 if(true) { // (<%= $show_som %>) {
640 makeSOM(j, <%= $no_iterations %>);
641 }
Marc Kupietz83305222016-04-28 09:57:22 +0200642 }
Marc Kupietz39179ab2017-07-04 16:28:06 +0200643 var queryword;
644
Marc Kupietz66bfd952017-12-11 09:59:45 +0100645 function showCollocatorSOM() {
Marc Kupietz86b50292019-02-17 21:03:59 +0100646 var baseURL = window.location.pathname.replace(/[/]$/, '')
Marc Kupietze6a7a732018-01-12 09:21:08 +0100647 if (collocatorTable) {
648 var ctableData = collocatorTable.rows().data();
649 var nwords = [],
650 nranks = [];
651 for (var i=0; i < ctableData.length && i < 100; i++) {
652 nranks.push(ctableData[i].rank);
653 nwords.push(ctableData[i].word);
Marc Kupietz66bfd952017-12-11 09:59:45 +0100654 }
Marc Kupietz86b50292019-02-17 21:03:59 +0100655 $.post(baseURL+'/getVecsByRanks',
Marc Kupietze6a7a732018-01-12 09:21:08 +0100656 JSON.stringify(nranks),
657 function(data, status){
Marc Kupietz2e2e4db2018-12-21 15:07:37 +0100658 showMap({target: " "+urlParams.get('word')+" ", mergedEnd: <%= $mergedEnd %>, words: nwords, vecs: data, ranks: nranks, marked: Array(100).fill(false)} );
Marc Kupietze6a7a732018-01-12 09:21:08 +0100659 }, 'json');
660 }
Marc Kupietz66bfd952017-12-11 09:59:45 +0100661 }
662
Marc Kupietz39179ab2017-07-04 16:28:06 +0200663 function onload() {
Marc Kupietze6a7a732018-01-12 09:21:08 +0100664 queryword = document.getElementById('word');
Marc Kupietz39179ab2017-07-04 16:28:06 +0200665 }
666
667 function queryKorAP() {
Marc Kupietz86b50292019-02-17 21:03:59 +0100668 window.open('http://korap.ids-mannheim.de' + korapPath + '?q='+queryword.value, 'KorAP');
Marc Kupietz39179ab2017-07-04 16:28:06 +0200669 }
Marc Kupietz4dc270c2017-11-24 10:17:12 +0100670
671 function queryKorAPCII(query) {
Marc Kupietz86b50292019-02-17 21:03:59 +0100672 window.open('http://korap.ids-mannheim.de' +korapPath + '?ql=cosmas2&q='+query, 'KorAP');
Marc Kupietz4dc270c2017-11-24 10:17:12 +0100673 }
Marc Kupietz83305222016-04-28 09:57:22 +0200674 </script>
675 </head>
Marc Kupietz7b0e5de2019-01-31 12:49:32 +0100676 <body onload="onload()"> <div style="display:none;" id="pmi_ttt">Pointwise mutual information: $$\text{MI}=\text{MI}=\log_2\frac{p(w_1,w_2)}{p(w_1) p(w_2)}$$<p class="citation">Church, K. W. and Hanks, P. (1990): Word association norms, mutual information, and lexicography. Comput. Linguist. 16, 1 (March 1990), 22-29.</p></div>
677 <div style="display:none;" id="md_ttt">Pointwise mutual information squared [1], also called mutual dependency [2]: $$\text{MI}^2=\text{MD}=\log_2\frac{p^2(w_1,w_2)}{p(w_1) p(w_2)}$$<p class="citation">[1] Daille, B. (1994): <a href="http://www.bdaille.com/index.php?option=com_docman&task=doc_download&gid=8&Itemid=">Approche mixte pour l’extraction automatique de terminologie: statistiques lexicales et filtres linguistiques</a>. PhD thesis, Université Paris 7.</p><p class="citation">[2] Thanopoulos, A., Fakotakis, N., Kokkinakis, G. (2002): <a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.11.8101&rep=rep1&type=pdf">Comparative evaluation of collocation extraction metrics</a>. In: Proc. of LREC 2002: 620–625.</p></div>
678 <div style="display:none;" id="lfmd_ttt">Pointwise mutual information cubed [1], also called log-frequency biased mutual dependency [2]: $$\text{MI}^3=\text{LFMD}=\log_2\frac{p^3(w_1,w_2)}{p(w_1) p(w_2)}$$<p class="citation">[1] Daille, B. (1994): <a href="http://www.bdaille.com/index.php?option=com_docman&task=doc_download&gid=8&Itemid=">Approche mixte pour l’extraction automatique de terminologie: statistiques lexicales et filtres linguistiques</a>. PhD thesis, Université Paris 7.</p><p class="citation">[2] Thanopoulos, A., Fakotakis, N., Kokkinakis, G. (2002): <a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.11.8101&rep=rep1&type=pdf">Comparative evaluation of collocation extraction metrics</a>. In: Proc. of LREC 2002: 620–625.</p></div>
679 <div style="display:none;" id="npmi_ttt">Normalized pointwise mutual information: $$\frac{\log_2\frac{p(w_1,w_2)}{p(w_1)p(w_2)}}{-\log_2(p(w_1,w_2))}$$<p class="citation">Bouma, Gerlof (2009): <a href="https://svn.spraakdata.gu.se/repos/gerlof/pub/www/Docs/npmi-pfd.pdf">Normalized (pointwise) mutual information in collocation extraction</a>. In Proceedings of GSCL.</p></div>
680 <div style="display:none;" id="ll_ttt">Log-likelihood: $$2\sum_{ij}O_{ij}\log\frac{O_{ij}}{E_{ij}}$$<p class="citation">Dunning, T. (1993): Accurate methods for the statistics of surprise and coincidence. Comput. Linguist. 19, 1 (March 1993), 61-74.</p>
681 <p class="citation">Evert, Stefan (2004): <a href="http://purl.org/stefan.evert/PUB/Evert2004phd.pdf">The Statistics of Word Cooccurrences: Word Pairs and Collocations.</a> PhD dissertation, IMS, University of Stuttgart. Published in 2005, URN urn:nbn:de:bsz:93-opus-23714.</p></div>
682 <div style="display:none;" id="logdice_ttt">Log-Dice: $$14 + \log_2 \frac{2f_{1,2}}{f_1 + f_2}$$<p class="citation">Rychlý, Pavel (2008): <a href="http://www.fi.muni.cz/usr/sojka/download/raslan2008/13.pdf">A lexicographer-friendly association score.</a> In Proceedings of Recent Advances in Slavonic Natural Language Processing, RASLAN, 6–9, 2008</p></div>
683 <div style="display:none;" id="logdiceaf_ttt">Log-Dice using "auto-focus", i.e. the window that yields the highest score.</div>
Marc Kupietz58270662017-12-04 12:10:06 +0100684 <div id="header">
685 <div id="pagetitle">
Marc Kupietzc053d972019-01-10 10:41:51 +0100686 <h1>DeReKoVecs</h1>
687 <h2><%== $title %></h2>
Marc Kupietz4fcda0c2017-11-29 09:00:31 +0100688 </div>
Marc Kupietz58270662017-12-04 12:10:06 +0100689 <div id="options" class="widget">
690 <form id="queryform">
691 <input id="word" type="text" name="word" placeholder="Word(s) to be searched" value="<%= $word %>"
692 title="When looking for multiple words use spaces as separators to search around the average vector and | as separator to get the neighbours for each word."/>
693 <input id="SEARCH" type="button" value="SEARCH">
694 <input type="button" id="showoptions" name="showoptions" value="Options" />
695 </form>
696 <div id="dropdownoptions" style="display: none">
697 <form id="optionsform">
698 <div class="controlgroup-vertical">
699 <label for="cutoff">cut-off</label>
700 <input id="cutoff" type="text" name="cutoff" size="10" value="<%= $cutoff %>" title="Only consider the most frequent x word forms.">
701 <label for="dedupe">dedupe</label>
702 <input id="dedupe" type="checkbox" name="dedupe" value="1" <%= ($dedupe ? "checked" : "") %> title="radically filter out any near-duplicates">
703 % if($mergedEnd > 0) {
704 <label for="sbf">backw.</label>
705 <input id="sbf" type="checkbox" name="sbf" value="1" <%= ($searchBaseVocabFirst ? "checked" : "") %> title="If checkecked base vocabulary will be searched first. Otherwise merged vocabulray will be searched first.">
706 % }
707 <label for="neighbours">max. neighbours:</label>
708 <input id="neighbours" size="4" name="n" value="<%= $no_nbs %>">
709 <label for="no_iterations">max. iterations</label>
710 <input id="no_iterations" name="N" size="4" value="<%= $no_iterations %>">
711 <!-- <label for="dosom">SOM</label>
712 <input id="dosom" type="checkbox" name="som" value="1" <%= ($show_som ? "checked" : "") %>> -->
713 % if($collocators) {
714 <label for="sortby">window/sort</label>
715 <select id="sortby" name="sort">
716 <option value="0" <%= ($sort!=1 && $sort!=2? "selected":"") %>>auto focus</option>
717 <!-- <option value="1" <%= ($sort==1? "selected":"") %>>any single position</option>
718 <option value="2" <%= ($sort==2? "selected":"") %>>whole window</option> -->
719 </select>
720 % }
721 <input type="button" value="→ KorAP" onclick="queryKorAP();" title="query word with KorAP"/>
Marc Kupietz1acb3172018-02-17 09:41:26 +0100722 <input id="show-details" type="checkbox" name="show-details" value="1" >
723 <label for="show-details">
724 Show details
725 </label>
Marc Kupietz58270662017-12-04 12:10:06 +0100726 </div>
727 </form>
728 </div>
729 </div>
730 </div>
731 <div id="topwrapper">
732 <div style="visibility: hidden;" id="tabs">
733 <ul>
Marc Kupietzb6514dc2019-06-26 11:47:56 +0200734 % if($mergedEnd && $distantWords) {
Marc Kupietzd7760b42019-02-21 09:01:44 +0100735 <li><a href="#tabs-0" title="Cos offsets of the words furthest away from their position in the reference corpus."">Offsets</a></li>
736 % }
Marc Kupietz58270662017-12-04 12:10:06 +0100737 <li><a href="#tabs-1">Semantics (TSNE-map)</a></li>
738 <li><a href="#tabs-2">Semantics (SOM)</a></li>
Marc Kupietzbb3da6a2019-01-22 15:21:38 +0100739 <li><a href="#tabs-3">Syntagmatic (collocates)</a></li>
Marc Kupietz58270662017-12-04 12:10:06 +0100740 </ul>
Marc Kupietzb6514dc2019-06-26 11:47:56 +0200741 % if($mergedEnd && $distantWords) {
Marc Kupietzd7760b42019-02-21 09:01:44 +0100742 <div id="tabs-0" style="display: flex; padding: 5px; flex-flow: row wrap;">
743 <div id="vocabdist" style="width: 230px; margin-bottom: 15px;">
744 <table class="display compact nowrap" id="vocabdistt">
745 <thead>
746 <tr>
Marc Kupietz95977002019-02-26 09:09:59 +0100747 <th align="right">#</th><th id="cosD" align="right">D<sub>cos</sub></th><th align="left">word</th>
Marc Kupietzd7760b42019-02-21 09:01:44 +0100748 </tr>
749 </thead>
750 <tbody>
751 <tr>
752 <td align="right">
Marc Kupietz95977002019-02-26 09:09:59 +0100753 </td>
Marc Kupietzd7760b42019-02-21 09:01:44 +0100754 <td align="right">
755 </td>
756 <td></td>
757 </tr>
758 </tbody>
759 </table>
760 </div>
761 </div>
Marc Kupietzb6514dc2019-06-26 11:47:56 +0200762 % }
Marc Kupietz384c9132018-03-19 16:45:24 +0100763 <div id="tabs-1" style="display: flex; padding: 5px; flex-flow: row wrap;">
Marc Kupietz58270662017-12-04 12:10:06 +0100764 % if($lists && (@$lists) > 0 && (@$lists)[0]) {
765 <div id="wrapper">
Marc Kupietz384c9132018-03-19 16:45:24 +0100766 <div id="first" style="width: 230px; margin-bottom: 15px;">
Marc Kupietz58270662017-12-04 12:10:06 +0100767 <table class="display compact nowrap" id="firsttable">
768 <thead>
769 <tr>
Marc Kupietz95977002019-02-26 09:09:59 +0100770 <th align="right">#</th><th align="right">S<sub>cos</sub></th><th align="left">similars by w2v</th>
Marc Kupietz58270662017-12-04 12:10:06 +0100771 </tr>
772 </thead>
773 <tbody>
774 <tr>
775 <td align="right">
776 </td>
777 <td align="right">
778 </td>
779 <td></td>
780 </tr>
781 </tbody>
782 </table>
783 </div>
Marc Kupietza55a09a2018-07-06 13:30:30 +0200784 % if(0 && $haveSProfiles) {
Marc Kupietz384c9132018-03-19 16:45:24 +0100785 <div id="sprofilesdiv" style="width: 200px; padding-right: 10px;">
786 <table class="display compact nowrap" id="sprofiles">
787 <thead>
788 <tr>
789 <th align="right">cos</th><th align="left">similars by coll. profile</th>
790 </tr>
791 </thead>
792 <tbody>
793 <tr>
794 <td align="right">
795 </td>
796 <td></td>
797 </tr>
798 </tbody>
799 </table>
800 </div>
801 %}
Marc Kupietz81aeed22019-02-17 21:22:45 +0100802 <div id="second">
Marc Kupietz58270662017-12-04 12:10:06 +0100803 <div id="embed">
804 </div>
805 <div id="cost">
806 </div>
807 </div>
808 </div>
Marc Kupietz81aeed22019-02-17 21:22:45 +0100809 % } elsif($word !~ /^\s*$/) {
810 <div id="wrapper">
811 <div id="not-found-dialog" title="Not found">
812 <p>ERROR: "<%= $word %>" not found in vocabluary.</p>
813 <p>If you are sure you have spelled the word as intended, you can try to increase the cutoff parameter in the options menu.</p>
814 </div>
815 <script>
816 $( function() {
817 $( "#not-found-dialog" ).dialog({
818 autoOpen: true,
819 modal: true,
820 draggable: false,
821 height: "auto",
822 width: "auto",
823 resizable: false,
824 buttons: {
825 "OK": function() {
826 $( this ).dialog( "close" );
827 },
828 "Apply": function() {
829 window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
830 }
831 }
832 });
833 });
834 </script>
835 </div>
Marc Kupietz384c9132018-03-19 16:45:24 +0100836 % }
Marc Kupietz58270662017-12-04 12:10:06 +0100837 </div>
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100838 <div id="tabs-2" style="display: flex; padding: 5px; flex-flow: row wrap;">
Marc Kupietz66bfd952017-12-11 09:59:45 +0100839 <div id="som2" style="width: 800;">
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100840 <div id="sominfo1"><span id="somcolor1"> </span> <span id="somword1"> </span> <span id="somcolor2"> </span> <span id="somword2"> </span> <span id="somcolor3"> </span></div>
841 <div id="sominfo" style="text-align: right">SOM iteration <span id="iterations">0</span></div>
Marc Kupietz58270662017-12-04 12:10:06 +0100842 </div>
Marc Kupietz58270662017-12-04 12:10:06 +0100843 </div>
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100844 <div id="tabs-3" style="display: flex; padding:5px; flex-flow: row wrap;">
845 <div style="margin-right: 20px; margin-bottom: 10px;" id="secondt">
Marc Kupietze6a7a732018-01-12 09:21:08 +0100846 <table class="display compact nowrap" id="secondtable">
Marc Kupietz58270662017-12-04 12:10:06 +0100847 <thead>
848 <tr>
849 % if($collocators) {
850 <th>#</th>
Marc Kupietz4116b432017-12-06 14:15:32 +0100851 <th align="center" title="Activation of the respective collocator in the columns around the target normalized by its maximum (red). Columns selected by the auto-focus funtion (which window of all possible column-combinations maximizes ⊥(a/c)?) are marked with +. Click on the column postions to lauch a KorAP query with target word and collocator in the respective position.">w'</th>
852 <th align="right" title="Maximum activation of the collocator anywhere in the output layer.">max(a)</th>
853 <th title="Average raw activation of the collocator in the columns selected by auto-focus." align="right">⟨a⟩</th>
854 <th title="Sum of activations over the selected colunns normalized by the total activation sum of the selected columns." align="right">Σa/Σw'</th>
855 <th title="Co-norm of the column-normalized activations over the colunns selected by the auto-focus." align="right">⊥(a/c)</th>
Marc Kupietz58270662017-12-04 12:10:06 +0100856 <th title="Sum of the activations over the whole window normalized by the total window sum (no auto-focus)." align="right">Σa/Σw</th>
Marc Kupietzbb3da6a2019-01-22 15:21:38 +0100857 <th align="left">collocate (by w2v)</th>
Marc Kupietz58270662017-12-04 12:10:06 +0100858 % }
859 </tr>
860 </thead>
861 <tbody>
862 <tr>
863 <td align="right">
864 </td>
865 <td align="right">
866 </td>
867 <td align="right">
868 </td>
869 <td align="right">
870 </td>
871 <td align="right">
872 </td>
873 <td align="right">
874 </td>
Marc Kupietz58270662017-12-04 12:10:06 +0100875 </tr>
876 </tbody>
877 </table>
Marc Kupietz66bfd952017-12-11 09:59:45 +0100878 </div>
Marc Kupietzdeb8f622018-03-12 09:41:00 +0100879 <div id="ccd" style="">
Marc Kupietze6a7a732018-01-12 09:21:08 +0100880 <table class="display compact nowrap" id="classicoloctable">
881 <thead>
Marc Kupietzcd136e22018-01-29 09:18:12 +0100882 % if($collocators) {
883 <tr>
Marc Kupietzf19814b2019-01-21 16:50:19 +0100884 <th id="ll_tt">LL</th>
Marc Kupietzfab14a72019-01-22 16:20:29 +0100885 <th id="mi_tt">MI</th>
886 <th id="md_tt">MI²</th>
Marc Kupietzf19814b2019-01-21 16:50:19 +0100887 <th id="lfmd_tt">MI³</th>
Marc Kupietzfab14a72019-01-22 16:20:29 +0100888 <th id="npmi_tt">nPMI</th>
889 <th id="dice_tt">dice</th>
Marc Kupietz63b268f2019-01-22 22:34:29 +0100890 <th id="logdice_tt">LD</th>
891 <th id="logdiceaf_tt">LDaf</th>
Marc Kupietz001bffd2019-02-21 08:52:41 +0100892 <th id="delta_tt" title="Delta to log-Dice score in reference corpus. ⚠: If the collocate is not within the top 200 of the reference corpus, a reference value of min(lD)-0.1 is assumed.">Δ</th>
Marc Kupietz7b0e5de2019-01-31 12:49:32 +0100893 <th id="af_win" title="Positions around the target word that are selected by the auto-focus function are marked with ◾. Positions at which the collocate appears at least once are marked with ◽.">af-window</th>
Marc Kupietz5a7f9ac2018-01-30 11:22:44 +0100894 <th title="PMI³ restricted to left neighbour">l-PMI³</th>
895 <th title="PMI³ restricted to right neighbour">r-PMI³</th>
896 <th title="nPMI restricted to left neighbour">l-nPMI</th>
897 <th title="nPMI restricted to right neighbour">r-nPMI</th>
Marc Kupietz4784fae2019-02-04 12:32:12 +0100898 <th id="rawfreq_tt" title="raw frequency sum of collocation within window">raw</th>
Marc Kupietzbb3da6a2019-01-22 15:21:38 +0100899 <th>collocate (by CA)</th>
Marc Kupietzcd136e22018-01-29 09:18:12 +0100900 </tr>
Marc Kupietz1acb3172018-02-17 09:41:26 +0100901 % }
Marc Kupietze6a7a732018-01-12 09:21:08 +0100902 </thead>
903 <tbody>
904 <tr>
Marc Kupietz63b268f2019-01-22 22:34:29 +0100905 <td align="right"></td>
906 <td align="right"></td>
907 <td align="right"></td>
Marc Kupietzb4b53ca2018-01-25 08:57:11 +0100908 <td align="right"></td>
Marc Kupietz78d7c1a2019-02-17 22:31:22 +0100909 <td align="right"></td>
910 <td align="right"></td>
911 <td align="right"></td>
912 <td align="right"></td>
913 <td align="right"></td>
914 <td align="left"> </td>
915 <td align="right"></td>
916 <td align="right"></td>
917 <td align="right"></td>
918 <td align="right"></td>
919 <td align="left"> </td>
Marc Kupietze6a7a732018-01-12 09:21:08 +0100920 </tr>
921 </tbody>
922 </table>
923 </div>
Marc Kupietz384c9132018-03-19 16:45:24 +0100924 <!--
925 <div style="clear:both" ></div>
926 <div style="float: right; overflow: hidden" id="extra"><button onClick="showCollocatorSOM()"> </button></div>
927 -->
Marc Kupietz66bfd952017-12-11 09:59:45 +0100928 </div>
Marc Kupietz58270662017-12-04 12:10:06 +0100929 </div>
930 </div> <!-- topwrapper -->
931 <div style="clear: both;"></div>
932 </div>
Marc Kupietzebea4702018-01-12 09:16:09 +0100933 % if($training_args && (@$lists)[0]) {
934 <div class="info">
935 % if($training_args =~ /-type\s*3/) {
936 Calculations are based on a word embedding model trained with an extension of <a href="https://github.com/wlin12/wang2vec/">wang2vec</a> using the following parameters: <%= $training_args %>
937 % } else {
938 Calculations are based on a word embedding model trained with <a href="https://code.google.com/p/word2vec/">word2vec</a> using the following parameters: <%= $training_args %>
939 % }
940 </div>
Marc Kupietz83305222016-04-28 09:57:22 +0200941 % }
Marc Kupietz58270662017-12-04 12:10:06 +0100942 </body>
Marc Kupietz83305222016-04-28 09:57:22 +0200943</html>