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Expand impact page with awards
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‎_pages/impact.md‎

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title: Impact
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title_zh: 影响力
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permalink: /impact/
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description: Industry collaborations and worldwide impact from FreedomAI Lab.
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description_zh: FreedomAI Lab 的产业合作与全球影响力。
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description: Industry collaborations, deployments, open-source reach, and award-winning work from FreedomAI Lab.
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description_zh: FreedomAI Lab 的产业合作、真实落地、开源影响力与获奖成果。
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nav: true
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nav_order: 5
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---
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<style>
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.impact-section {
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margin-bottom: 2rem;
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margin-bottom: 2.2rem;
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.impact-lead {
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line-height: 1.7;
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}
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.impact-gallery {
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.impact-metric-grid,
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.impact-gallery,
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.award-grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
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gap: 14px;
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margin: 1rem 0 1.8rem;
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}
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.impact-metric-grid {
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grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
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}
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.impact-metric {
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border: 1px solid var(--global-divider-color);
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border-radius: 8px;
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padding: 14px;
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background: var(--global-bg-color);
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}
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.impact-metric strong {
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display: block;
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color: var(--global-theme-color);
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font-size: 1.35rem;
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}
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.impact-metric span {
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color: var(--global-text-color-light);
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grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
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color: var(--global-text-color-light);
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font-size: 0.92rem;
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grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));
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}
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border: 1px solid var(--global-divider-color);
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border-radius: 8px;
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padding: 14px;
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background: var(--global-bg-color);
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}
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.award-year {
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color: var(--global-theme-color);
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font-size: 0.82rem;
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font-weight: 700;
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}
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margin: 5px 0 8px;
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font-size: 1rem;
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font-size: 0.93rem;
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line-height: 1.55;
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}
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</style>
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<section class="impact-section">
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<h2><span data-lang="en">Impact at a Glance</span><span data-lang="zh">影响力概览</span></h2>
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<p class="impact-lead">
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<span data-lang="en">FreedomAI turns research into deployed systems, open-source resources, industry collaborations, and recognized papers. The impact highlights below are abstracted from the NSFC materials and award certificates.</span>
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<span data-lang="zh">FreedomAI 将研究推进到真实系统、开源资源、产业合作和获奖论文。下面的影响力信息来自 NSFC 材料和获奖证书的整理提炼。</span>
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</p>
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<div class="impact-metric-grid">
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<div class="impact-metric">
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<strong>11 + 186</strong>
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<span data-lang="en">public hospitals and community health centers in Longgang using HuatuoGPT triage and pre-consultation systems.</span>
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<span data-lang="zh">龙岗公立医院和社区健康中心应用 HuatuoGPT 智能分诊与预问诊系统。</span>
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</div>
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<div class="impact-metric">
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<strong>50</strong>
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<span data-lang="en">languages reached by Apollo multilingual medical AI.</span>
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<span data-lang="zh">Apollo 多语言医疗 AI 覆盖的语言数量。</span>
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</div>
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<div class="impact-metric">
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<strong>10K+</strong>
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<span data-lang="en">GitHub stars across FreedomIntelligence open-source projects.</span>
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<span data-lang="zh">FreedomIntelligence 开源项目累计 GitHub stars。</span>
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</div>
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<div class="impact-metric">
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<strong>5</strong>
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<span data-lang="en">selected best-paper, honorable-mention, and industry-recognition awards shown below.</span>
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<span data-lang="zh">下方整理展示的代表性最佳论文、荣誉提名和产业认可。</span>
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</div>
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</div>
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</section>
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<section class="impact-section">
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<h2><span data-lang="en">Industry Collaborations</span><span data-lang="zh">产业合作</span></h2>
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<figcaption><span data-lang="en">Apollo expands multilingual medical AI to 50 languages.</span><span data-lang="zh">Apollo 将多语言医疗 AI 扩展到 50 种语言。</span></figcaption>
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</figure>
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<figure>
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<img src="/assets/img/freedomai-2026/impact/iclr-financial-ai-award.jpg" alt="ICLR Financial AI Workshop best paper award">
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<figcaption><span data-lang="en">TwinMarket received the ICLR 2025 Financial AI Workshop Best Paper Award.</span><span data-lang="zh">TwinMarket 获得 ICLR 2025 Financial AI Workshop Best Paper Award。</span></figcaption>
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</figure>
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<figure>
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<img src="/assets/img/freedomai-2026/impact/github-repos.png" alt="FreedomIntelligence GitHub repository list">
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<figcaption><span data-lang="en">FreedomIntelligence open-source repositories span medical AI, multilingual AI, multimodal AI, and agents.</span><span data-lang="zh">FreedomIntelligence 开源仓库覆盖医疗 AI、多语言 AI、多模态 AI 和智能体。</span></figcaption>
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<li><span data-lang="en">HuatuoGPT intelligent triage and pre-consultation systems have been applied in 11 public hospitals and 186 community health centers in Longgang, Shenzhen, serving about 5 million people.</span><span data-lang="zh">HuatuoGPT 智能分诊与预问诊系统已应用于深圳龙岗 11 家公立医院和 186 个社区健康中心，服务约 500 万人。</span></li>
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<li><span data-lang="en">Apollo expands medical LLMs to 50 languages, making medical AI more accessible globally.</span><span data-lang="zh">Apollo 将医学大模型扩展到 50 种语言，让医疗 AI 更容易服务全球用户。</span></li>
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<li><span data-lang="en">FreedomIntelligence has accumulated 10K+ GitHub stars and million-scale Hugging Face model/data downloads.</span><span data-lang="zh">FreedomIntelligence 已累计获得 10K+ GitHub stars，并在 Hugging Face 上达到百万级模型/数据下载量。</span></li>
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<li><span data-lang="en">The lab's medical AI and foundation-model work has been cited or covered by outlets including Nature, Financial Times, and CCTV.</span><span data-lang="zh">实验室的医疗 AI 与基础模型工作曾被 Nature、Financial Times、CCTV 等关注或报道。</span></li>
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</ul>
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</section>
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<section class="impact-section">
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<h2><span data-lang="en">Awarded Papers and Recognized Work</span><span data-lang="zh">获奖论文与成果认可</span></h2>
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<p class="impact-lead">
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<span data-lang="en">Selected best-paper honors and industry recognition from the provided award certificates and NSFC materials.</span>
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<span data-lang="zh">以下为根据获奖证书和 NSFC 材料整理的代表性最佳论文与产业认可。</span>
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</p>
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<div class="award-grid">
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<article class="award-item">
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<img src="/assets/img/freedomai-2026/awards/sigir2017.jpg" alt="SIGIR 2017 Best Paper Award Honorable Mention certificate">
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<div class="award-year">SIGIR 2017</div>
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<h3><span data-lang="en">Best Paper Award Honorable Mention</span><span data-lang="zh">最佳论文荣誉提名</span></h3>
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<p><span data-lang="en">IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.</span><span data-lang="zh">IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models。</span></p>
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</article>
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<article class="award-item">
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<img src="/assets/img/freedomai-2026/awards/naacl2019.jpg" alt="NAACL 2019 Best Explainable NLP Paper certificate">
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<div class="award-year">NAACL 2019</div>
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<h3><span data-lang="en">Best Explainable NLP Paper</span><span data-lang="zh">最佳可解释 NLP 论文</span></h3>
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<p><span data-lang="en">CNM: An Interpretable Complex-valued Network for Matching.</span><span data-lang="zh">CNM: An Interpretable Complex-valued Network for Matching。</span></p>
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</article>
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<article class="award-item">
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<img src="/assets/img/freedomai-2026/awards/nlpcc2022.jpg" alt="NLPCC 2022 Best Paper Award certificate">
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<div class="award-year">NLPCC 2022</div>
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<h3><span data-lang="en">Best Paper Award</span><span data-lang="zh">最佳论文奖</span></h3>
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<p><span data-lang="en">Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets.</span><span data-lang="zh">Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets。</span></p>
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</article>
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<article class="award-item">
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<img src="/assets/img/freedomai-2026/impact/iclr-financial-ai-award.jpg" alt="ICLR 2025 Financial AI Workshop Best Paper Award certificate">
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<div class="award-year">ICLR 2025</div>
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<h3><span data-lang="en">Financial AI Workshop Best Paper Award</span><span data-lang="zh">金融 AI Workshop 最佳论文奖</span></h3>
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<p><span data-lang="en">TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets.</span><span data-lang="zh">TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets。</span></p>
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</article>
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<article class="award-item">
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<img src="/assets/img/freedomai-2026/awards/huawei-spark.jpg" alt="Huawei Spark Award certificate">
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<div class="award-year">Huawei Spark Award</div>
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<h3><span data-lang="en">Industry Recognition for Knowledge Integration</span><span data-lang="zh">知识融合与推理方向产业认可</span></h3>
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<p><span data-lang="en">Huawei recognized a textual knowledge graph plus indexing-enhanced pretraining and inference solution for domain knowledge integration.</span><span data-lang="zh">华为火花奖认可“知识图谱文本化 + 检索增强的预训练及推理”方案在领域知识融合与推理中的价值。</span></p>
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</article>
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</div>
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<ul class="impact-list">
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<li><span data-lang="en">Additional NSFC-listed recognition includes the NeurIPS 2025 ResponsibleFM Workshop Outstanding Paper Award for work on sparse autoencoder interpretability and utility.</span><span data-lang="zh">NSFC 材料中还记录了稀疏自编码器可解释性与效用相关工作获得 NeurIPS 2025 ResponsibleFM Workshop Outstanding Paper Award。</span></li>
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</section>

‎assets/img/freedomai-2026/awards/huawei-spark.jpg‎

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‎assets/img/freedomai-2026/awards/naacl2019.jpg‎

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‎assets/img/freedomai-2026/awards/nlpcc2022.jpg‎

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‎assets/img/freedomai-2026/awards/sigir2017.jpg‎

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