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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Classic .ico -->
<link rel="icon" type="image/x-icon" href="/favicon.ico">
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>MRL 2026 Shared Task — MRL Benchmarks</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link href="https://fonts.googleapis.com/css2?family=Montserrat:wght@400;800&display=swap" rel="stylesheet">
<style>
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
:root {
--orange: #ea5b20;
--amber: #f79004;
--peach: #f6b678;
--yellow: #fad300;
--blue: #2873b7;
--navy: #274c71;
--cream: #f8f5e1;
--black: #000000;
--slate: #555d63;
--max: 900px;
--pad: clamp(1.25rem, 5vw, 2.5rem);
}
body {
font-family: 'Montserrat', sans-serif;
font-weight: 400;
background: var(--cream);
color: var(--black);
font-size: 16px;
line-height: 1.7;
-webkit-font-smoothing: antialiased;
}
/* ── MENU ── */
.menu { background: var(--cream); border-bottom: 2px solid rgba(39,76,113,0.15); position: sticky; top: 0; z-index: 100; width: 100%; }
.menu-table { display: flex; flex-direction: row; justify-content: space-between; align-items: center; padding: 0 var(--pad); height: 60px; }
.logo a { display: flex; align-items: center; text-decoration: none; }
.logo img { height: 36px; width: auto; display: block; }
.menu-button { display: none; padding: 0.5rem; text-decoration: none; }
.menu-button img { width: 24px; height: 24px; }
.menu-items { display: flex; align-items: center; gap: 0.1rem; }
.menu-items a, .dropbtn { font-family: 'Montserrat', sans-serif; font-size: 0.72rem; font-weight: 800; letter-spacing: 0.08em; text-transform: uppercase; color: var(--navy); text-decoration: none; padding: 0.4rem 0.75rem; border-radius: 4px; transition: color 0.15s, background 0.15s; white-space: nowrap; border: none; background: none; cursor: pointer; display: inline-block; }
.menu-items a:hover, .dropbtn:hover { color: var(--orange); background: rgba(39,76,113,0.07); }
.dropdown { position: relative; }
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.dropdown-content a { display: block; padding: 0.55rem 1rem; border-radius: 0; color: var(--navy) !important; }
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.dropdown:hover .dropdown-content { display: block; }
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.flex-row-space-between { display: flex; flex-direction: row; justify-content: space-between; align-items: center; }
.flex-item { flex: 1; justify-content: flex-end; }
@media (max-width: 680px) {
.menu-button { display: block; }
.menu-items { display: none; position: absolute; top: 60px; left: 0; right: 0; background: var(--cream); flex-direction: column; align-items: flex-start; padding: 0.5rem var(--pad) 1rem; border-top: 1px solid rgba(39,76,113,0.15); gap: 0; }
.menu-items.open { display: flex; }
.menu-items a, .dropbtn { width: 100%; padding: 0.6rem 0; }
.dropdown-content { position: static; background: rgba(39,76,113,0.04); border: none; border-radius: 0; box-shadow: none; }
}
/* ── HERO ── */
.hero {
background: var(--cream);
padding: clamp(3.5rem, 9vw, 6rem) var(--pad) clamp(3rem, 7vw, 5rem);
position: relative;
overflow: hidden;
border-bottom: 1px solid rgba(39,76,113,0.12);
}
.hero::before {
content: '';
position: absolute;
top: -80px; right: -120px;
width: 480px; height: 480px;
background: radial-gradient(circle, rgba(234,91,32,0.08) 0%, transparent 70%);
pointer-events: none;
}
.hero::after {
content: '';
position: absolute;
bottom: -60px; left: -80px;
width: 360px; height: 360px;
background: radial-gradient(circle, rgba(40,115,183,0.08) 0%, transparent 70%);
pointer-events: none;
}
.hero-inner {
max-width: var(--max);
margin: 0 auto;
position: relative;
z-index: 1;
}
.hero-badge {
display: inline-flex;
align-items: center;
gap: 0.5rem;
background: rgba(234,91,32,0.12);
border: 1px solid rgba(234,91,32,0.35);
color: var(--orange);
font-size: 0.68rem;
font-weight: 800;
letter-spacing: 0.12em;
text-transform: uppercase;
padding: 0.35rem 0.85rem;
border-radius: 100px;
margin-bottom: 1.5rem;
}
.hero-badge::before { content: '●'; font-size: 0.5rem; color: var(--orange); }
h1 {
font-weight: 800;
font-size: clamp(2.4rem, 6vw, 4rem);
line-height: 1.05;
letter-spacing: -0.02em;
color: var(--black);
margin-bottom: 0.5rem;
}
h1 span { color: var(--orange); }
.hero-sub {
font-size: clamp(1rem, 2.5vw, 1.3rem);
font-weight: 400;
color: var(--navy);
margin-bottom: 1rem;
letter-spacing: 0.02em;
}
.hero-desc {
font-size: 0.95rem;
color: var(--slate);
max-width: 62ch;
line-height: 1.75;
margin-bottom: 2rem;
}
.btn-row { display: flex; flex-wrap: wrap; gap: 0.65rem; }
.btn {
display: inline-flex;
align-items: center;
gap: 0.45rem;
padding: 0.65rem 1.35rem;
border-radius: 6px;
font-family: 'Montserrat', sans-serif;
font-size: 0.78rem;
font-weight: 800;
letter-spacing: 0.07em;
text-transform: uppercase;
text-decoration: none;
cursor: pointer;
border: 2px solid transparent;
transition: all 0.15s;
}
.btn:hover { transform: translateY(-1px); }
.btn-orange { background: var(--orange); color: #fff; border-color: var(--orange); }
.btn-orange:hover { background: #d44d18; border-color: #d44d18; }
.btn-outline { background: transparent; color: var(--navy); border-color: rgba(39,76,113,0.3); }
.btn-outline:hover { border-color: var(--navy); background: rgba(39,76,113,0.06); }
.btn-blue { background: var(--blue); color: #fff; border-color: var(--blue); }
.btn-blue:hover { background: var(--navy); border-color: var(--navy); }
.btn-dark { background: var(--navy); color: #fff; border-color: var(--navy); }
.btn-dark:hover { background: var(--black); border-color: var(--black); }
.btn svg { width: 15px; height: 15px; flex-shrink: 0; }
/* ── ACCENT BAR ── */
.accent-bar {
height: 5px;
background: linear-gradient(90deg, var(--orange) 0%, var(--amber) 33%, var(--yellow) 66%, var(--blue) 100%);
}
/* ── MAIN ── */
.main { max-width: var(--max); margin: 0 auto; padding: 0 var(--pad); }
/* ── SECTION ── */
section { padding: 3.5rem 0; border-top: 1px solid rgba(0,0,0,0.08); }
section:first-of-type { border-top: none; padding-top: 3rem; }
h2 {
font-weight: 800;
font-size: clamp(1.4rem, 3vw, 1.85rem);
letter-spacing: -0.01em;
line-height: 1.15;
color: var(--black);
margin-bottom: 1rem;
}
h2 .accent { color: var(--orange); }
h3 {
font-weight: 800;
font-size: 0.7rem;
letter-spacing: 0.12em;
text-transform: uppercase;
color: var(--orange);
margin-bottom: 0.6rem;
margin-top: 1.75rem;
}
h3:first-child { margin-top: 0; }
p { color: var(--slate); margin-bottom: 0.9rem; font-size: 0.95rem; }
p:last-child { margin-bottom: 0; }
a { color: var(--blue); }
a:hover { color: var(--navy); }
strong { color: var(--black); font-weight: 800; }
#task p img {
max-width: 650px;
width: auto;
display: block;
margin: 1rem auto;
}
/* ── CALLOUT ── */
.callout {
background: var(--navy);
border-radius: 10px;
padding: 2rem 2.25rem;
color: rgba(255,255,255,0.8);
margin: 1.5rem 0;
position: relative;
overflow: hidden;
}
.callout::before {
content: '';
position: absolute;
top: 0; left: 0;
height: 4px; width: 100%;
background: linear-gradient(90deg, var(--orange), var(--yellow));
}
.callout h2, .callout h3 { color: #fff; }
.callout p { color: rgba(255,255,255,0.75); font-size: 0.92rem; }
.callout a { color: var(--peach); }
.callout .btn-row { margin-top: 1.25rem; }
.callout .btn-outline { color: #fff; border-color: rgba(255,255,255,0.3); }
.callout .btn-outline:hover { border-color: #fff; background: rgba(255,255,255,0.1); }
/* ── STATS STRIP ── */
.stats {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));
gap: 1px;
background: rgba(0,0,0,0.08);
border-radius: 10px;
overflow: hidden;
margin: 1.5rem 0;
border: 1px solid rgba(0,0,0,0.08);
}
.stat {
background: #fff;
padding: 1.4rem 1.25rem;
text-align: center;
}
.stat-number {
font-weight: 800;
font-size: 2rem;
letter-spacing: -0.03em;
line-height: 1;
color: var(--orange);
margin-bottom: 0.25rem;
}
.stat-number.blue { color: var(--blue); }
.stat-number.amber { color: var(--amber); }
.stat-label {
font-size: 0.72rem;
font-weight: 800;
letter-spacing: 0.08em;
text-transform: uppercase;
color: var(--slate);
}
/* ── TIMELINE / DATES ── */
.timeline { margin: 1rem 0; }
.tl-item {
display: grid;
grid-template-columns: 160px 1fr;
gap: 0 1.25rem;
padding: 0.75rem 0;
border-top: 1px solid rgba(0,0,0,0.07);
align-items: start;
}
.tl-item:first-child { border-top: none; }
.tl-date {
font-size: 0.78rem;
font-weight: 800;
color: var(--navy);
letter-spacing: 0.02em;
padding-top: 0.05rem;
}
.tl-date.past { color: var(--slate); text-decoration: line-through; opacity: 0.55; }
.tl-date.upcoming { color: var(--orange); }
.tl-text { font-size: 0.9rem; color: var(--slate); line-height: 1.5; }
.tl-text strong { color: var(--black); }
/* ── FORMAT CARDS ── */
.format-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));
gap: 1rem;
margin: 1.25rem 0;
}
.format-card {
background: #fff;
border: 1px solid rgba(0,0,0,0.09);
border-radius: 10px;
padding: 1.4rem 1.5rem;
position: relative;
overflow: hidden;
}
.format-card::before {
content: '';
position: absolute;
top: 0; left: 0;
width: 4px; height: 100%;
background: var(--orange);
}
.format-card.blue::before { background: var(--blue); }
.format-card.amber::before { background: var(--amber); }
.format-card.yellow::before { background: var(--yellow); }
.format-card h4 {
font-weight: 800;
font-size: 0.85rem;
letter-spacing: 0.04em;
color: var(--black);
margin-bottom: 0.5rem;
text-transform: uppercase;
}
.format-card p { font-size: 0.82rem; color: var(--slate); margin: 0; }
/* ── CODE BLOCK ── */
.code-block {
background: #111;
border-radius: 8px;
padding: 1.25rem 1.5rem;
margin: 1.25rem 0;
overflow-x: auto;
font-family: 'Courier New', monospace;
font-size: 0.8rem;
line-height: 1.6;
color: #ccc;
}
.code-block .key { color: var(--peach); }
.code-block .val { color: #a8d8a8; }
.code-block .punc { color: #888; }
/* ── LINK LIST ── */
.link-list { list-style: none; padding: 0; margin: 0.75rem 0; }
.link-list li {
padding: 0.55rem 0;
border-top: 1px solid rgba(0,0,0,0.07);
display: flex;
align-items: baseline;
gap: 0.5rem;
font-size: 0.9rem;
color: var(--slate);
}
.link-list li:first-child { border-top: none; }
.link-list li::before { content: '→'; color: var(--orange); font-size: 0.75rem; flex-shrink: 0; font-weight: 800; }
.link-list a { color: var(--blue); }
/* ── NEWS ── */
.news-item {
padding: 0.9rem 0;
border-top: 1px solid rgba(0,0,0,0.07);
display: grid;
grid-template-columns: auto 1fr;
gap: 0 1rem;
align-items: start;
font-size: 0.9rem;
}
.news-item:first-child { border-top: none; }
.news-tag {
display: inline-block;
background: rgba(234,91,32,0.1);
color: var(--orange);
font-size: 0.66rem;
font-weight: 800;
letter-spacing: 0.1em;
text-transform: uppercase;
padding: 0.2rem 0.6rem;
border-radius: 3px;
white-space: nowrap;
margin-top: 0.1rem;
}
.news-text { color: var(--slate); line-height: 1.55; }
.news-text strong { color: var(--black); }
/* ── FOOTER ── */
footer {
background: var(--black);
color: rgba(255,255,255,0.45);
padding: 2.5rem var(--pad);
font-size: 0.8rem;
margin-top: 5rem;
}
.footer-inner {
max-width: var(--max);
margin: 0 auto;
display: flex;
justify-content: space-between;
flex-wrap: wrap;
gap: 1rem;
align-items: center;
}
footer a { color: rgba(255,255,255,0.55); }
footer a:hover { color: #fff; }
.footer-links { display: flex; gap: 1.25rem; flex-wrap: wrap; }
@media (max-width: 580px) {
.tl-item { grid-template-columns: 1fr; gap: 0.15rem; }
.tl-date { font-size: 0.72rem; }
}
</style>
</head>
<body>
<!-- MENU -->
<div id="nav-placeholder"></div>
<script>
fetch('/menu.html')
.then(r => r.text())
.then(html => {
document.getElementById('nav-placeholder').innerHTML = html;
});
</script>
<!-- HERO -->
<div class="hero">
<div class="hero-inner">
<!-- <div class="hero-badge">MRL Workshop @ EMNLP 2026</div> -->
<h1>MRL 2026<br><span>Shared Task</span></h1>
<p class="hero-sub">Multilingual Representation Learning Workshop @ EMNLP 2026</p>
<p class="hero-desc">
Following the structure of <a href="https://mrlbenchmarks.github.io/previous_tasks.html">last year's shared task</a>, this year's MRL Workshop Shared Task
to create a community-written multilingual benchmark. The task will be question answering, similar to
<a href="https://arxiv.org/abs/2502.21228">ECLeKTic</a>. This year's task will be multimodal and will include audio and text formats.
</p>
<div class="btn-row">
<a href="https://docs.google.com/forms/d/e/1FAIpQLSeFeJihiU8UHmb51zuBtLGfa1xq5Lf3tWfZ9EJz2Ud0UiC3Yw/viewform" class="btn btn-orange">
<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M11 4H4a2 2 0 00-2 2v14a2 2 0 002 2h14a2 2 0 002-2v-7"/><path d="M18.5 2.5a2.121 2.121 0 013 3L12 15l-4 1 1-4 9.5-9.5z"/></svg>
Register Interest
</a>
<a href="https://discord.gg/35tgtC36eT" class="btn btn-dark">
<svg viewBox="0 0 24 24" fill="currentColor"><path d="M20.317 4.37a19.791 19.791 0 00-4.885-1.515.074.074 0 00-.079.037c-.21.375-.444.864-.608 1.25a18.27 18.27 0 00-5.487 0 12.64 12.64 0 00-.617-1.25.077.077 0 00-.079-.037A19.736 19.736 0 003.677 4.37a.07.07 0 00-.032.027C.533 9.046-.32 13.58.099 18.057a.082.082 0 00.031.057 19.9 19.9 0 005.993 3.03.078.078 0 00.084-.028 14.09 14.09 0 001.226-1.994.076.076 0 00-.041-.106 13.107 13.107 0 01-1.872-.892.077.077 0 01-.008-.128 10.2 10.2 0 00.372-.292.074.074 0 01.077-.01c3.928 1.793 8.18 1.793 12.062 0a.074.074 0 01.078.01c.12.098.246.198.373.292a.077.077 0 01-.006.127 12.299 12.299 0 01-1.873.892.077.077 0 00-.041.107c.36.698.772 1.362 1.225 1.993a.076.076 0 00.084.028 19.839 19.839 0 006.002-3.03.077.077 0 00.032-.054c.5-5.177-.838-9.674-3.549-13.66a.061.061 0 00-.031-.03z"/></svg>
Join Discord
</a>
<a href="https://github.com/mrlbenchmarks" class="btn btn-outline">
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GitHub
</a>
<a href="https://huggingface.co/mrlbenchmarks" class="btn btn-outline">🤗 Hugging Face</a>
</div>
</div>
</div>
<!-- MAIN -->
<main class="main">
<!-- OVERVIEW -->
<section id="overview">
<h2>Overview</h2>
<p>
Last year, over 350 contributors from around the world came together to create <strong>Global PIQA</strong>.
This dataset evaluates culturally specific commonsense reasoning performance for over 100 language varieties.
All contributors were invited to be authors on the dataset.
</p>
<p>
The <strong>2026 Shared Task</strong> will again involve making a community-led dataset of language- and culture-specific QA items.
All accepted submission authors will be included on the resulting benchmark paper.
We especially encourage participation from speakers of low-resource languages and non-standard or non-prestige varieties.
</p>
<div class="callout">
<h3>2025 Results Now Available</h3>
<p>
Global PIQA v0.1 was released in October 2025. Explore the dataset on Hugging Face or read the preprint.
See the <a href="previous_tasks.html">2025 Shared Task page</a> for full details.
</p>
<div class="btn-row">
<a href="https://arxiv.org/abs/2510.24081" class="btn btn-outline">Preprint</a>
<a href="https://huggingface.co/datasets/mrlbenchmarks/global-piqa-nonparallel" class="btn btn-outline">🤗 Dataset</a>
<a href="previous_tasks.html" class="btn btn-outline">2025 Task →</a>
</div>
</div>
</section>
<!-- TASK FORMAT -->
<section id="task">
<h2>Task Format</h2>
<p>
The full description of the task format can be found <a href="https://docs.google.com/document/d/1ussA_ZhyGZ0Rewmj6VSzKV_TBd76stE952Ga1oDwLy4/edit?usp=sharing">here</a>.
Contributors should submit question-answer pairs for language- and culture-specific knowledge.
</p>
<p>
First, contributors will create text question-answer pairs.
<img src="img/shared_task_img1.png" alt="Example of a text question-answer pair">
</p>
<p>
After being approved by the organizers, contributors will receive instructions about recording and submitting audio recordings of the items they wrote.
<img src="img/shared_task_img2.png" alt="Example of audio recording submission">
</p>
<p>Here is an example of a potential question:</p>
<div class="code-block">
<span class="punc">{</span><br>
<span class="key">"question"</span><span class="punc">:</span> <span class="val">"In deutschsprachigen Filmen, wer synchronisiert Brad Pitt?"</span><span class="punc">,</span><br>
<span class="key">"answer"</span><span class="punc">:</span> <span class="val">"Tobias Meister"</span><span class="punc">,</span><br>
<span class="key">"translated_question"</span><span class="punc">:</span> <span class="val">"In German-speaking films, who dubs Brad Pitt?"</span><span class="punc">,</span><br>
<span class="key">"translated_answer"</span><span class="punc">:</span> <span class="val">"Tobias Meister"</span><span class="punc">,</span><br>
<span class="key">"country"</span><span class="punc">:</span> <span class="val">"Germany"</span><span class="punc">,</span><br>
<span class="key">"language"</span><span class="punc">:</span> <span class="val">"deu_latn"</span><span class="punc">,</span><br>
<span class="key">"url"</span><span class="punc">:</span> <span class="val">"https://de.wikipedia.org/wiki/Tobias_Meister"</span><br>
<span class="punc">}</span>
</div>
<p>
This format is based on the <a href="https://arxiv.org/abs/2502.21228">ECLeKTic</a> dataset, which you can consult for further examples.
</p>
</section>
<!-- DATES -->
<section id="dates">
<h2>Important Dates</h2>
<p>All deadlines are <strong>Anywhere on Earth (AoE)</strong>. Dates subject to change — register your interest to receive updates.</p>
<div class="timeline">
<div class="tl-item">
<div class="tl-date upcoming">June 8th 2026</div>
<div class="tl-text"><strong>Call for participation released</strong> — task specifications and submission guidelines published.</div>
</div>
<div class="tl-item">
<div class="tl-date upcoming">July 10th 2026</div>
<div class="tl-text"><strong>Information Session</strong> — online event to find out how to participate and ask questions.</div>
</div>
<div class="tl-item">
<div class="tl-date upcoming">August 14th 2026</div>
<div class="tl-text"><strong>Dataset submission deadline</strong> — submit your dataset and dataset description.</div>
</div>
<div class="tl-item">
<div class="tl-date upcoming">September 2026</div>
<div class="tl-text"><strong>Decision notification</strong> — acceptance decisions sent to participants.</div>
</div>
<div class="tl-item">
<div class="tl-date upcoming">Early October 2026</div>
<div class="tl-text"><strong>Benchmark paper publication</strong> — organizers work with authors to compile and publish the final dataset and paper.</div>
</div>
<div class="tl-item">
<div class="tl-date upcoming">October 24-29 2026</div>
<div class="tl-text"><strong>MRL Workshop @ EMNLP 2026</strong> — shared task results presented at the workshop.</div>
</div>
</div>
</section>
<div class="callout">
<h3>Interested in contributing?</h3>
<p>Fill out the interest form and we'll be in touch.</p>
<div class="btn-row">
<a href="https://docs.google.com/forms/d/e/1FAIpQLSeFeJihiU8UHmb51zuBtLGfa1xq5Lf3tWfZ9EJz2Ud0UiC3Yw/viewform" class="btn btn-orange">Register Interest</a>
</div>
</div>
<!-- CONTACT -->
<section id="contact">
<h2>Contact</h2>
<p>Questions about the shared task? Reach out to the organizers.</p>
<p>
Email: <a href="mailto:mrlbenchmarks@gmail.com">mrlbenchmarks@gmail.com</a><br>
Twitter/X: <a href="https://x.com/mrl_workshop">@mrl_workshop</a><br>
Bluesky: <a href="https://bsky.app/profile/mrl-workshop.bsky.social">@mrl-workshop.bsky.social</a><br>
Discord: <a href="https://discord.gg/XSPEtHEWH6">Join here!</a><br>
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