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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>🪞Mirror</title>
<link rel="stylesheet" href="https://unpkg.com/boltcss/bolt.min.css">
<script type="importmap">
{
"imports": {
"vue": "https://unpkg.com/vue@3/dist/vue.esm-browser.js"
}
}
</script>
<style>
body {
max-width: 800px;
margin: 40px auto;
padding: 0 20px;
}
.form-group {
display: flex;
flex-direction: row;
justify-content: flex-start;
align-items: center;
}
label {
margin-right: 1rem;
}
button {
margin: 0.2rem 0.2rem;
}
button:hover {
background-color: #dbdbdb;
}
footer {
text-align: center;
margin-top: 2rem;
}
input {
width: 100%;
}
.button-group {
margin-top: 1rem;
margin-bottom: 1rem;
}
.submit-button {
background-color: #ffc83d;
color: #d67d00;
font-weight: bold;
}
.lc-button {
background-color: #c4e5be;
}
.lm-button {
background-color: #dae7fb;
}
.lr-button {
background-color: #fff3ce;
}
.submit-button:hover {
background-color: #ffc83dc0;
}
.download-button {
background-color: #98ca56;
color: white;
font-weight: bold;
}
.download-button:hover {
background-color: #98ca56d1;
}
.output-title {
margin-top: 2rem;
margin-bottom: 0;
display: block;
background-color: #98ca56;
color: white;
font-weight: bold;
font-size: large;
padding: 6px 15px;
border-top-left-radius: 6px;
border-top-right-radius: 6px;
}
.output-box {
margin-top: 0;
padding: 6px 15px;
background-color: white;
border: 2px solid #98ca56;
border-bottom-left-radius: 6px;
border-bottom-right-radius: 6px;
}
</style>
</head>
<body>
<header>
<h1>🪞Mirror</h1>
<p>
🪞Mirror can help you deal with a wide range of Natural Language Understanding and Information Extraction tasks.
</p>
<p>🔍 Mechanism behind this demo: <a href="https://arxiv.org/abs/2311.05419" target="_blank">Mirror paper</a>.</p>
<p>
🌟 Star me on <a href="https://github.com/Spico197/Mirror" target="_blank">GitHub</a>!
</p>
<p>📢 This demo only supports English tasks. For Chinese Information Extraction tasks, please refer to this model: <a href="https://huggingface.co/Spico/mirror-chinese-mrcqa-alpha" target="_blank">Spico/mirror-chinese-mrcqa-alpha</a>.</p>
</header>
<main>
<div id="app">
<div>
<label for="example-select"><strong>Examples</strong></label>
<select id="example-select" v-model="selectedExample">
<optgroup label="Named Entity Recognition">
<option>Person & Nationality</option>
</optgroup>
<optgroup label="Relation Extraction">
<option>Break up</option>
</optgroup>
<optgroup label="Classification">
<option>The most handsome man</option>
<option>I'm more handsome!</option>
</optgroup>
<optgroup label="Machine Reading Comprehension">
<option>The former CEO of Apple</option>
<option>The new CEO of Apple</option>
</optgroup>
</select>
</div>
<div>
<label for="instruction"><strong>Instruction</strong></label>
<input id="instruction" type="text" v-model="instruction" placeholder="Mirror mirror tell me ..." size="200">
</div>
<div>
<label for="schema"><strong>Schema Labels</strong></label>
<p>For entities, relations or classification, input <code>{"ent|rel|cls": ["type1", "type2"]}</code> .</p>
<input id="schema" type="text" v-model="schema" size="200">
</div>
<div>
<label for="text"><strong>Text</strong></label>
<input id="text" type="text" v-model="text" size="200">
</div>
<!-- <div>
<label for="background"><strong>Background</strong></label>
<input id="background" type="text" v-model="background" size="200">
</div> -->
<div class="button-group">
<button @click.prevent="reset">Reset</button>
<button @click.prevent="clearOutput">Clear Output</button>
<button class="submit-button" @click.prevent="getResults">Ask Mirror</button>
</div>
<div v-if="timerHandler">
<p>⏱️ {{ searchSecondsString }}</p>
</div>
<div>
<div v-if="isNotEmptyObj(results)">
<label for="output"><strong>Output</strong></label>
<table>
<thead>
<th>Item</th>
<th>Predicted</th>
</thead>
<tbody>
<tr v-for="(value, key, index) in results" :key="index">
<template v-if="value.length">
<td>{{ key }}</td>
<td>{{ value }}</td>
</template>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</main>
<footer>
<hr>
Made by Mirror Team w/ 💖
</footer>
<script type="module">
import { createApp, ref, computed, toRaw, watch } from 'vue'
createApp(
{
setup() {
const instruction = ref("")
const text = ref("")
const background = ref("")
const selectedExample = ref("")
const schema = ref("{}")
const results = ref({})
const timerHandler = ref(0)
const searchSeconds = ref(0.0)
const searchSecondsString = computed(() => {
return `${searchSeconds.value.toFixed(1)}s`
})
function isNotEmptyObj(obj) {
return Object.keys(obj).length > 0
}
function clearOutput() {
timerHandler.value = 0
results.value = {}
}
function reset() {
schema.value = "{}"
instruction.value = ""
text.value = ""
clearOutput()
}
function startTimer() {
searchSeconds.value = 0.0
timerHandler.value = setInterval(() => {
searchSeconds.value += 0.1
}, 100)
}
function endTimer() {
if (timerHandler.value > 0) {
clearInterval(timerHandler.value)
}
}
function getResults() {
clearOutput()
startTimer()
const data = {
"id": Date.now().toString(),
"instruction": instruction.value,
"schema": JSON.parse(schema.value),
"text": text.value,
"background": background.value,
"ans": {},
}
const postData = JSON.stringify({
"data": [data],
})
fetch(
"/process",
{
method: "POST",
headers: {
'Content-Type': 'application/json',
},
body: postData,
}
)
.then((response) => response.json())
.then((json) => {
if (json["ok"] === false) {
alert(json["msg"])
} else {
results.value = json["results"][0]["results"]
}
})
.catch((err) => { alert(err) })
.finally(() => endTimer())
}
watch(
() => selectedExample.value,
(newValue, oldValue) => {
if (newValue !== oldValue) {
reset()
console.log(newValue)
if (newValue === "Person & Nationality") {
instruction.value = "Please identify any entities in the provided text and classify them based on their types."
text.value = "Isaac Newton was an English mathematician."
schema.value = '{"ent": ["person", "nationality"]}'
} else if (newValue === "Break up") {
instruction.value = "Please extract the entity relationship triplet."
text.value = "The drama surrounding the high-profile divorce between Hollywood actors Johnny Depp and Amber Heard appears to be over as the couple reportedly reached an amicable settlement."
schema.value = '{"rel": ["break up"]}'
} else if (newValue === "The most handsome man") {
instruction.value = "Mirror Mirror tell me, who's the most handsome man in the world?"
text.value = ""
schema.value = '{"cls": ["Tong Zhu", "Leonardo Dicaprio"]}'
} else if (newValue === "I'm more handsome!") {
instruction.value = "Mirror Mirror tell me, who's the most handsome man in the world?"
text.value = "Tong Zhu won the Most Handsome Man Award every year for ten consecutive years."
schema.value = '{"cls": ["Tong Zhu", "Leonardo Dicaprio"]}'
} else if (newValue === "The former CEO of Apple") {
instruction.value = "Who's the former CEO of Apple?"
text.value = "After Jobs resigned as CEO and became chairman of the board, Cook was named the new chief executive officer of Apple Inc. on August 24, 2011."
schema.value = '{}'
} else if (newValue === "The new CEO of Apple") {
instruction.value = "Who's the new CEO of Apple?"
text.value = "After Jobs resigned as CEO and became chairman of the board, Cook was named the new chief executive officer of Apple Inc. on August 24, 2011."
schema.value = '{}'
}
}
}
)
return {
instruction,
text,
background,
schema,
results,
reset,
clearOutput,
getResults,
searchSecondsString,
timerHandler,
isNotEmptyObj,
selectedExample,
}
}
}
).mount("#app")
</script>
</body>
</html> |