2f:T446,c = { let res = md` Link Authors: ${getAuthors(selectPaper)}

${getAbstract(selectPaper)}

**Semantically similar papers** ${topKSim .get(selectPaper.title) .children.map(({ name }) => { const p = paperDataWithFigures.find((p) => p.title === name); return `* ${getYear(p)} ${name}`; }) .join("\n")} `; function set(input, value) { input.value = value; input.dispatchEvent(new Event("input", { bubbles: true })); } const items = res.querySelectorAll(".item"); for (const span of items) { span.addEventListener("click", (e) => { const title = span.innerText; const paper = paperDataWithFigures.find((p) => p.title === title); set(viewof selectPaper, paper); e.preventDefault(); }); } return res; }30:[] 2d:{"title":"CSE 599D Exploring Citations","cells":[{"id":0,"value":"# CSE 599D Exploring Citations","pinned":false,"hidden":false,"mode":"md"},{"id":38,"value":"See https://vishald.com/cse599d-papers/","pinned":false,"hidden":false,"mode":"md"},{"id":5,"value":"classPaperData = d3.json(\n \"https://uwdata.github.io/future-scholarly-communication/22au/ex2/cse599d-paper-data.json\"\n)","pinned":false,"hidden":false,"mode":"ojs"},{"id":1436,"value":"figureData = (\n await Promise.allSettled(\n classPaperData.map((_, i) =>\n d3.json(\n `https://homes.cs.washington.edu/~vishald/citations/json/output-${(\n i +\n 1 +\n \"\"\n ).padStart(2, \"0\")}.json`\n )\n )\n )\n).map(\n (p) =>\n p.value?.figures.map((f) => ({\n url: f.renderURL,\n page: f.page,\n is_table: f.figType === \"Table\",\n caption: f.caption\n })) ?? []\n)","pinned":false,"hidden":false,"mode":"ojs"},{"id":1480,"value":"paperDataWithFigures = classPaperData.map((p, i) => ({\n ...p,\n title: p.s2data?.title ?? p.csl?.title ?? p.doi ?? \"\",\n pdfUrl: `https://homes.cs.washington.edu/~vishald/citations/papers/${(\n i +\n 1 +\n \"\"\n ).padStart(2, \"0\")}.pdf`,\n figures: figureData[i]\n}))","pinned":false,"hidden":false,"mode":"ojs"},{"id":8,"value":"

Expand paper list

\n${paperDataWithFigures.map(\n (p) =>\n md`

**${\n p.title\n }** [[link]](${\n p.s2data?.url ?? `https://doi.org/${encodeURI(p.doi)}`\n })

${\n p.csl?.abstract ?? p.s2data?.abstract ?? \"*No abstract*\"\n }

`\n)}\n

","pinned":false,"hidden":false,"mode":"html"},{"id":40,"value":"similarity = require('https://bundle.run/compute-cosine-similarity@1.0.0')","pinned":false,"hidden":false,"mode":"ojs"},{"id":1729,"value":"emptyEmbedding = () => Array(768).fill(0)","pinned":false,"hidden":false,"mode":"ojs"},{"id":363,"value":"sortedCosSim = {\n let vectors = paperDataWithFigures.map(\n (p) => p.s2data?.embedding?.vector ?? emptyEmbedding()\n );\n let l = vectors.map((v) =>\n vectors.map((v1) => parseFloat(similarity(v, v1).toPrecision(3)))\n );\n let res = new Map();\n let titles = paperDataWithFigures.map((p) => p.title);\n for (let i = 0; i < l.length; i++) {\n let vect = l[i];\n let m = new Map();\n for (let j = 0; j < vect.length; j++) {\n m.set(titles[j], vect[j]);\n }\n res.set(titles[i], new Map([...m.entries()].sort((a, b) => b[1] - a[1])));\n }\n return res;\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":569,"value":"s2data = {\n let ret = new Map();\n paperDataWithFigures.forEach((p) => {\n ret.set(p.title, { ...p.s2data, topK: topKSim.get(p.title) });\n });\n return ret;\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":489,"value":"topKSim = {\n let topk = new Map();\n [...sortedCosSim.keys()].map((p,i) => {\n let t = [];\n let c = [...sortedCosSim.get(p).keys()].slice(1,k+1);\n c.map((p1,i1) => {\n t[i1] = {name:p1, weight:sortedCosSim.get(p).get(p1)}\n })\n topk.set(p, {name:p, children:t})\n })\n return topk;\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":1877,"value":"getAbstract = (p) =>\n md`${p.csl?.abstract ?? p.s2data?.abstract ?? \"*No abstract*\"}`","pinned":false,"hidden":false,"mode":"ojs"},{"id":1919,"value":"getYear = (p) => p.s2data?.year ?? p.csl?.issued[\"date-parts\"][0][0] ?? \"????\"","pinned":false,"hidden":false,"mode":"ojs"},{"id":1952,"value":"getLink = (p) => p.s2data?.url ?? `https://doi.org/${encodeURI(p.doi)}`","pinned":false,"hidden":false,"mode":"ojs"},{"id":1960,"value":"getAuthors = (p) => p.s2data?.authors.map((a) => a.name).join(\", \") ?? \"Unknown\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":1802,"value":"topKSim.get(selectPaper.title).children","pinned":true,"hidden":false,"mode":"ojs"},{"id":491,"value":"viewof k = Inputs.range([5, 40], { step: 1, value: 20 })","pinned":false,"hidden":false,"mode":"ojs"},{"id":1794,"value":"$2f","pinned":true,"hidden":false,"mode":"ojs"},{"id":1688,"value":"preview = pdfView(selectPaper.pdfUrl, { scale: 0.7 }).catch(\n (e) => md`PDF is unavailable`\n)","pinned":true,"hidden":false,"mode":"ojs"},{"id":1532,"value":"figureList = {\n const num_rows = Math.ceil(selectPaper.figures.length / 3);\n\n return html`\n

\n${\n selectPaper.figures.length\n ? \"\"\n : md`Unable to extract figures from _${selectPaper.title}_`\n}\n${selectPaper.figures.map((f) => figure(f))}\n

`;\n}","pinned":true,"hidden":false,"mode":"ojs"},{"id":1545,"value":"","pinned":false,"hidden":false,"mode":"html"},{"id":1552,"value":"figure = (f) => {\n let fig = html`\n

\n`;\n fig.addEventListener(\"click\", (e) => {\n fig.classList.toggle(\"big\");\n });\n return fig;\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":1681,"value":"import { pdfView } from \"@saneef/pdf-view\"","pinned":false,"hidden":false,"mode":"ojs"},{"id":1514,"value":"viewof selectPaper = Inputs.select(paperDataWithFigures, {\n label: md`**Select paper**`,\n format: (p) => p.title\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1712,"value":"

${c}

${figureList}

${preview}

","pinned":true,"hidden":false,"mode":"html"}],"files":"$W30","stdlib":"1","titling":"auto"}