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<h1>Hua Lu (陆华)</h1>
</div>
<h3>R&D Engineer</h3>
<p><a href="https://nlp.baidu.com/homepage/index">NLP Group</a>, Baidu Campus, Shenzhen, China</p>
<p>Email: luhua98@foxmail.com</p>
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<a href="https://github.com/luhua-rain"><img src="assets/github.png" height="30px"></a>
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<h2>Biography</h2>
<!-- <h2>Biography</h2> -->
<p>
<div style="text-align:justify">
Hi, my name is Hua Lu (陆华). I am currently a R&D Engineer in <a href="https://nlp.baidu.com/homepage/index">NLP Group</a> at Baidu. I am also an NLP competitor and have won multiple international competition championships so far.
</div>
</p>
<p>My research interests lie within Natural Language Processing, particularly in Machine Reading Comprehension and Dialogue System. Maybe a brand-new Open-Domain Dialogue System is coming, and I am looking forward to what will happen then.</p>
<h2>Publications (Selected)</h2>
*: equal contribution.
<ul>
<li>
<a href="https://arxiv.org/abs/2208.14165">Towards Boosting the Open-Domain Chatbot with Human Feedback</a><br>
<b>Hua Lu</b>*, Siqi Bao*, Huang He, Fan Wang, Hua Wu, Haifeng Wang.<br>
<em>To appear at the Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (<b>ACL</b>), 2023.</em>
<p style="margin-top:3px">
[<a href="https://arxiv.org/abs/2208.14165">Paper</a>]
[<a href="https://github.com/PaddlePaddle/Knover/tree/develop/projects/Diamante">Code</a>]
</p>
</li>
<li>
<a href="https://arxiv.org/pdf/2203.03835.pdf">Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes</a><br>
<b>Hua Lu</b>*, Zhen Guo*, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao.<br>
<em>Proceedings of the 10th Dialog System Technology Challenge Workshop in AAAI2022.</em> (<b>DSTC10@AAAI2022</b>), 2022. <br>(Oral & Poster)<br>
<p style="margin-top:3px">
[<a href="https://arxiv.org/pdf/2203.03835.pdf">Paper</a>]
</p>
</li>
<li>
<a href="https://arxiv.org/pdf/2202.13197.pdf">Relational Surrogate Loss Learning</a><br>
Tao Huang, Zekang Li, <b>Hua Lu</b>, Yong Shan, Shusheng Yang, Yang Feng, Fei Wang, Shan You, Chang Xu.<br>
<em>International Conference on Learning Representations</em> (<b>ICLR</b>), 2022.<br>
<p style="margin-top:3px">
[<a href="https://arxiv.org/pdf/2202.13197.pdf">Paper</a>]
[<a href="https://github.com/hunto/ReLoss">Code</a>]
</p>
</li>
<li>
<a href="https://arxiv.org/pdf/2102.02096.pdf">Learning to Select External Knowledge with Multi-Scale Negative Sampling</a><br>
Huang He*, <b>Hua Lu</b>*, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang.<br>
<em>Proceedings of the 9th Dialog System Technology Challenge Workshop in AAAI2021.</em> (<b>DSTC9@AAAI2021</b>), 2021. (Oral)<br>
<p style="margin-top:3px">
[<a href="https://arxiv.org/pdf/2102.02096.pdf">Paper</a>]
[<a href="https://github.com/PaddlePaddle/Knover/blob/develop/projects/DSTC9-Track1/README.md">Code</a>]
</p>
</li>
</ul>
<h2>Manuscripts</h2>
*: equal contribution.
<ul>
<li>
<a href="https://arxiv.org/abs/2211.00910">PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation</a><br>
Siqi Bao*, Huang He*, Jun Xu*, <b>Hua Lu</b>*, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang.<br>
<em>arXiv preprint arXiv:2211.00910 (2022).</em><br>
<p style="margin-top:3px">
[<a href="https://arxiv.org/abs/2211.00910">Paper</a>]
</p>
</li>
<li>
<a href="https://arxiv.org/pdf/2109.09519.pdf">PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation</a><br>
Siqi Bao*, Huang He*, Fan Wang*, Hua Wu*, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, <b>Hua Lu</b>, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zhengyu Niu.<br>
<em>arXiv preprint arXiv:2109.09519 (2021).</em><br>
<p style="margin-top:3px">
[<a href="https://arxiv.org/pdf/2109.09519.pdf">Paper</a>]
[<a href="https://github.com/PaddlePaddle/Knover/tree/develop/projects/PLATO-XL">Code</a>]
</p>
</li>
</ul>
<h2>Education</h2>
<ul>
<li>
<div style="display: flex; justify-content: space-between;">
<div><a href="https://www.hust.edu.cn">Huazhong University of Science and Technology</a>, Wuhan, China</div>
<div style="margin-left: 2px;">Sep. 2017 – Jun. 2021</div>
</div>
B.E. in Electronic information and technology<br>
</li>
</ul>
<h2>Experience</h2>
<ul>
<li>
<a href="https://nlp.baidu.com/homepage/index">NLP Group</a>, Baidu, Shenzhen province, China<br>
<div style="display: flex; justify-content: space-between; font-style: italic;">
<div>R&D Engineer</div>
<div style="margin-left: 2px;">Jul. 2021 – Now</div>
</div>
<div style="display: flex; justify-content: space-between; font-style: italic;">
<div>Research Intern</div>
<div style="margin-left: 2px;">Jun. 2020 – Jul. 2021</div>
</div>
<ul>
<li style="margin-top: 0.2em">
<b>Interactive Dialogue</b>: Large Scale Dialogue Pre-training, Long-Term Dialogue Modeling, Interactive Dialogue System.
</li>
<li style="margin-top: 0.2em">
<b>Grounded Dialogue Generation</b>: Task-oriented Conversation with Unstructured Knowledge.
</li>
</ul>
</li>
<li>
<a href="https://www.ideepwise.ai/">iDeepWise</a>, Beijing, China<br>
<div style="display: flex; justify-content: space-between; font-style: italic;">
<div>Research Intern</div>
<div style="margin-left: 2px;">Jun. 2019 – Dec. 2019</div>
</div>
<ul>
<li style="margin-top: 0.2em">
<b>Machine Reading Comprehension</b>: Multi-hop Reading Comprehension.
</li>
<li style="margin-top: 0.2em">
<b>Task-oriented Dialogue</b>: Natural Language Understanding module (SMP2019-ECDT).
</li>
</ul>
</li>
</ul>
<h2>Competitions (Selected)</h2>
<ul>
<li>
<div style="display: flex; justify-content: space-between;">
<div>First Place🏆 in the <i>MRC</i> Track at <a href="http://cail.cipsc.org.cn/">China AI and Law Challenge, CAIL, 2021</a>. </div>
<div style="margin-left: 2px;">Dec. 2021</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>First Place🏆 in the <i>MOD</i> Track at <a href="https://dstc10.dstc.community/tracks">DSTC10 Challenge</a>. </div>
<div style="margin-left: 2px;">Sep. 2021</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>Second Prize🥈 in the <i><a href="https://aistudio.baidu.com/aistudio/competition/detail/66/0/introduction">MRC</a></i> Track at <a href="http://lic2021.ccf.org.cn/">CCF & Language and Intelligence Challenge(LIC), 2021</a>. </div>
<div style="margin-left: 2px;">May. 2021</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>First Place🏆 in the <i>Interactive Evaluation of Dialog</i> Track at <a href="https://dstc9.dstc.community/tracks">DSTC9 Challenge</a>. </div>
<div style="margin-left: 2px;">Sep. 2020</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>First Place🏆 in the <i>Task-oriented Conversationa with Unstructured Knowledge</i> Track at <a href="https://dstc9.dstc.community/tracks">DSTC9 Challenge</a>.</div>
<div style="margin-left: 2px;">Sep. 2020</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>Second Place🥈 in the <i><a href="https://aistudio.baidu.com/aistudio/competition/detail/28/0/introduction">MRC</a></i> Track at <a href="http://lic2020.cipsc.org.cn/">CCF & Language and Intelligence Challenge(LIC), 2020</a>. </div>
<div style="margin-left: 2px;">Jun. 2020</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>First Place🏆 in <a href="https://dev3-www.datafountain.cn/competitions/424">CCF Big Data & COVID19 QA Assistant</a>. </div>
<div style="margin-left: 2px;">Feb. 2020</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>Second Place🥈 in <a href="https://www.biendata.xyz/competition/idiom/data/">ChID NLPCC 2019</a>. <a href="https://aclanthology.org/P19-1075/"> (ACL 2019) </a></div>
<div style="margin-left: 2px;">Jul. 2019</div>
</div>
</li>
</ul>
<h2>Honors & Awards</h2>
<ul>
<li>
<div style="display: flex; justify-content: space-between;">
<div>Selected as <a href="https://www.luge.ai/#/luge/about">Baidu & luge Technical Expert</a> of the Year</div>
<div style="margin-left: 2px;">Jan. 2022 – Dec. 2022</div>
</div>
</li>
<li>
<div style="display: flex; justify-content: space-between;">
<div>Outstanding Graduate award (top 3%), Huazhong University of Science and Technology</div>
<div style="margin-left: 2px;">Jun. 2021</div>
</div>
</li>
</ul>
<h2>Technical Skills</h2>
<ul>
<li>
Programming Languages: PaddlePaddle, PyTorch, Python, Shell, Java, LaTeX
</li>
<li>
Experiences: Hadoop, Elasticsearch, Docker, Linux, Git, Vim
</li>
</ul>
<!-- <h2>Professional Services</h2>
<ul>
<li>ACL: Reviewer (2021, 2020)</li>
<li>EMNLP: Reviewer (2021)</li>
<li>AAAI: Reviewer (2021)</li>
</ul> -->
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<div id="footer-text" style="text-align: center;">© Hua Lu | Last updated: 05/09/2023</div>
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<!-- <center>© Tao Huang | Last updated: 02/19/2021</center> -->
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