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        <h1><a href="https://shanemoon.github.io/bib/">Shane Moon Bibliography</a></h1>
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      <h2 id="selected-publications">Selected Publications</h2>

<h3 id="dstc9-simmc-pdf">Situated Interactive Multimodal Conversations (SIMMC) Track at DSTC9 (<a href="/bib/papers/DSTC9+SIMMC.pdf">PDF</a>)</h3>

<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@article{DSTC9+SIMMC,
  author    = {Paul A. Crook, Satwik Kottur, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard},
  title     = {Situated Interactive Multimodal Conversations (SIMMC) Track at DSTC9},
  booktitle = {AAAI DSTC9 Workshop},
  year      = {2021},
 }
</code></pre></div></div>

<h3 id="memory-grounded-conversational-reasoning-pdf">Memory Grounded Conversational Reasoning (<a href="https://www.aclweb.org/anthology/D19-3025.pdf">PDF</a>)</h3>

<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+19c,
  author    = {Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba},
  title     = {Memory Grounded Conversational Reasoning},
  booktitle = {EMNLP Demo},
  year      = {2019},
 }
</code></pre></div></div>

<h3 id="memory-graph-networks-pdf">Memory Graph Networks for Explainable Memory-grounded Question Answering
 (<a href="https://www.aclweb.org/anthology/K19-1068.pdf">PDF</a>)</h3>

<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+19b,
  author    = {Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba},
  title     = {Memory Graph Networks for Explainable Memory-grounded Question Answering},
  booktitle = {CoNLL},
  year      = {2019},
 }
</code></pre></div></div>

<h3 id="active-federated-learning-pdf">Active Federated Learning (<a href="https://arxiv.org/pdf/1909.12641.pdf">PDF</a>)</h3>

<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Goetz+19,
  author    = {Jack Goetz, Kshitiz Malik, Duc Bui, Seungwhan Moon, Honglei Liu, Anuj Kumar},
  title     = {Active Federated Learning},
  booktitle = {NeurIPS Workshop on Fedearted Learning},
  year      = {2019},
 }
</code></pre></div></div>

<h3 id="opendialkg-explainable-conversational-reasoning-with-attention-based-walks-over-knowledge-graphs-pdf">OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs (<a href="https://www.aclweb.org/anthology/P19-1081">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+19a,
  author    = {Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba},
  title     = {OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs},
  booktitle = {ACL},
  year      = {2019},
 }
</code></pre></div></div>

<h3 id="zeroshot-multimodal-named-entity-disambiguation-for-short-social-media-posts-pdf">Zeroshot Multimodal Named Entity Disambiguation for Short Social Media Posts (<a href="https://aclweb.org/anthology/P18-1186">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+18b,
  author    = {Seungwhan Moon, Leonardo Neves, Vitor Carvalho},
  title     = {Zeroshot Multimodal Named Entity Disambiguation for Short Social Media Posts},
  booktitle = {ACL},
  year      = {2018},
 }
</code></pre></div></div>

<h3 id="multimodal-named-entity-recognition-for-noisy-social-media-posts-pdf">Multimodal Named Entity Recognition for Noisy Social Media Posts (<a href="https://arxiv.org/pdf/1802.07862.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+18a,
  author    = {Seungwhan Moon, Leonardo Neves, Vitor Carvalho},
  title     = {Multimodal Named Entity Recognition for Noisy Social Media Posts},
  booktitle = {NAACL},
  year      = {2018},
 }
</code></pre></div></div>

<h3 id="learn-to-active-learn-dynamic-active-learning-with-attention-based-strategies-selection-pdf">Learn to Active Learn: Dynamic Active Learning with Attention-based Strategies Selection (<a href="/bib/papers/Moon+18c.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+18c,
  author    = {Seungwhan Moon, Jaime Carbonell},
  title     = {Learn to Active Learn: Dynamic Active Learning with Attention-based Strategies Selection},
  booktitle = {preprint},
  year      = {2018},
 }
</code></pre></div></div>

<h3 id="proactive-transfer-learning-pdf">Proactive Transfer Learning (<a href="/papers/Moon+thesis">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@article{Moon+thesis,
  author    = {Seungwhan Moon},
  title     = {Proacive Transfer Learning},
  year      = {2018},
 }
</code></pre></div></div>

<h3 id="completely-heterogeneous-transfer-learning-with-attention---what-and-what-not-to-transfer-pdf">Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer (<a href="https://www.ijcai.org/proceedings/2017/0349.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+17a,
  author    = {Seungwhan Moon, Jaime Carbonell},
  title     = {Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI-17}},
  pages     = {2508--2514},
  year      = {2017},
  doi       = {10.24963/ijcai.2017/349},
  url       = {https://doi.org/10.24963/ijcai.2017/349},
}
</code></pre></div></div>

<h3 id="proactive-transfer-learning-for-heterogeneous-feature-and-label-spaces-pdf">Proactive Transfer Learning for Heterogeneous Feature and Label Spaces (<a href="/papers/Moon+16a">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@Inbook{Moon+16a,
  author='Moon, Seungwhan and Carbonell, Jaime',
  editor='Frasconi, Paolo and Landwehr, Niels and Manco, Giuseppe and Vreeken, Jilles',
  title='Proactive Transfer Learning for Heterogeneous Feature and Label Spaces',
  bookTitle='Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II',
  year='2016',
  publisher='Springer International Publishing',
  address='Cham',
  pages='706--721',
  isbn='978-3-319-46227-1',
  doi='10.1007/978-3-319-46227-1_44',
  url='http://dx.doi.org/10.1007/978-3-319-46227-1_44'
}
</code></pre></div></div>

<h3 id="metaphor-detection-using-topic-transition-emotion-and-cognition-in-context-pdf">Metaphor Detection Using Topic Transition, Emotion and Cognition in Context (<a href="https://www.aclweb.org/anthology/P/P16/P16-1021.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Jang+16,
  Author    =  {Hyeju Jang and Yohan Jo and Qinlan Shen and Michael Miller and Seungwhan Moon and Carolyn Rose},
  Title     =  '{Metaphor Detection with Topic Transition, Emotion and Cognition in Context}',
  Booktitle =  {the annual meeting of the Association for Computational Linguistics (ACL)},
  Year      = 2016
}
</code></pre></div></div>

<h3 id="multimodal-transfer-deep-learning-with-applications-in-audio-visual-recognition-pdf">Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition (<a href="/papers/Moon+15a">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Moon+15a,
  Author    = {Seungwhan Moon and Suyoun Kim and Haohan Wang},
  Title     = {Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition},
  Booktitle = {Multimodal Machine Learning Workshop at NIPS},
  Year      = 2015}
</code></pre></div></div>

<h3 id="joint-photo-stream-and-blog-post-summarization-and-exploration-pdf">Joint Photo Stream and Blog Post Summarization and Exploration (<a href="https://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Kim_Joint_Photo_Stream_2015_CVPR_paper.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{gunhee-cvpr-15-blogstory,
  Author    =	 {Gunhee Kim and Seungwhan Moon and Leonid Sigal},
  Title     =	 {Joint Photo Stream and Blog Post Summarization and Exploration},
  Booktitle =	 {28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)},
  Year      =	 2015}
</code></pre></div></div>

<h3 id="ranking-and-retrieval-of-image-sequences-from-multiple-paragraph-queries-pdf">Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries (<a href="https://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Kim_Ranking_and_Retrieval_2015_CVPR_paper.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{gunhee-cvpr-15-text2pic,
  Author    =	 {Gunhee Kim and Seungwhan Moon and Leonid Sigal},
  Title     =	 {Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries},
  Booktitle =	 {28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)},
  Year      =	 2015}
</code></pre></div></div>

<h3 id="metaphor-detection-in-discourse-pdf">Metaphor Detection in Discourse (<a href="https://www.aclweb.org/anthology/W/W15/W15-4650.pdf">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@inproceedings{Jang+15,
  title={Metaphor Detection in Discourse},
  author={Jang, Hyeju and Moon, Seungwhan and Jo, Yohan and Ros{'e}, Carolyn Penstein},
  booktitle={16th Annual Meeting of the Special Interest Group on Discourse and Dialogue},
  pages={384},
  year={2015}}
</code></pre></div></div>

<h3 id="identifying-student-leaders-from-mooc-discussion-forums-through-language-influence-pdf">Identifying Student Leaders from MOOC Discussion Forums through Language Influence (<a href="/papers/Moon+14b">PDF</a>)</h3>
<div class="highlighter-rouge"><div class="highlight"><pre class="highlight"><code>@article{Moon+14b,
  author  = {Moon, Seungwhan and Potdar, Saloni and Martin, Lara},
  title   = {Identifying Student Leaders from MOOC Discussion Forums through Language Influence},
  journal = {EMNLP MOOC Workshop},
  year    = {2014}
}
</code></pre></div></div>


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