Shane Moon Bibliography

Selected Publications

Memory Grounded Conversational Reasoning (PDF)

@inproceedings{Moon+19c,
  author    = {Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba}, 
  title     = {Memory Grounded Conversational Reasoning}, 
  booktitle = {EMNLP Demo}, 
  year      = {2019}, 
 }

Memory Graph Networks for Explainable Memory-grounded Question Answering (PDF)

@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}, 
 }

Active Federated Learning (PDF)

@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}, 
 }

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs (PDF)

@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}, 
 }

Zeroshot Multimodal Named Entity Disambiguation for Short Social Media Posts (PDF)

@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}, 
 }

Multimodal Named Entity Recognition for Noisy Social Media Posts (PDF)

@inproceedings{Moon+18a,
  author    = {Seungwhan Moon, Leonardo Neves, Vitor Carvalho}, 
  title     = {Multimodal Named Entity Recognition for Noisy Social Media Posts}, 
  booktitle = {NAACL}, 
  year      = {2018}, 
 }

Learn to Active Learn: Dynamic Active Learning with Attention-based Strategies Selection (PDF)

@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}, 
 }

Proactive Transfer Learning (PDF)

@article{Moon+thesis,
  author    = {Seungwhan Moon}, 
  title     = {Proacive Transfer Learning}, 
  year      = {2018}, 
 }

Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer (PDF)

@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}, 
}

Proactive Transfer Learning for Heterogeneous Feature and Label Spaces (PDF)

@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'
}

Metaphor Detection Using Topic Transition, Emotion and Cognition in Context (PDF)

@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
}

Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition (PDF)

@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}

Joint Photo Stream and Blog Post Summarization and Exploration (PDF)

@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}

Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries (PDF)

@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}

Metaphor Detection in Discourse (PDF)

@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}}

Identifying Student Leaders from MOOC Discussion Forums through Language Influence (PDF)

@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}
}