Publications


  • Explainable Improved Ensembling for Natural Language and Vision (Ph.D. Thesis) [pdf][slides]

  • Stacking With Auxiliary Features for Visual Question Answering [pdf][poster]

    Nazneen Fatema Rajani and Raymond J. Mooney. In Proceedings of NAACL 2018.

  • Ensembling Visual Explanations for VQA [pdf][poster]

    Nazneen Fatema Rajani and Raymond J. Mooney. In Proceedings of the NIPS 2017 workshop on Visually-Grounded Interaction and Language (ViGIL).

  • Using Explanations to Improve Ensembling of Visual Question Answering Systems [pdf][poster]

    Nazneen Fatema Rajani and Raymond J. Mooney. In Proceedings of the IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI).

  • Stacking With Auxiliary Features [pdf][slides][poster]

    Nazneen Fatema Rajani and Raymond J. Mooney. In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17).

  • Stacking With Auxiliary Features for Entity Linking in the Medical Domain [pdf]

    Nazneen Fatema Rajani, Mihaela Bornea and Ken Barker. In Proceedings of the ACL 2017 workshop on BioNLP.

  • Stacking With Auxiliary Features: Improved Ensembling for Natural Language and Vision (Ph.D. proposal) [pdf][slides]

  • Combining Supervised and Unsupervised Ensembles for Knowledge Base Population [pdf][poster]

    Nazneen Fatema Rajani and Raymond J. Mooney. EMNLP 2016.

  • Stacked Ensemble of Information Extractors for Knowledge Base Population [pdf][slides][video]
  • Nazneen Fatema Rajani, Vidhoon Vishwanathan, Yinon Bentor, Raymond J. Mooney. ACL 2015.

  • Parallel k Nearest Neighbor Graph Construction Using Tree-Based Data Structures [pdf]
  • Nazneen Fatema Rajani, Kate McArdle, Inderjit Dhillon. KDD 2015 workshop.

  • Identifying Interestingness in Fashion E-commerce using Pinterest Data [pdf]
  • Nazneen Fatema Rajani, Khashayar Rohanimanesh, Eduardo Oliveira. KDD 2015 workshop.

  • New Topic Detection in Microblogs and Topic Model Evaluation using Topical Alignment (Master's Thesis) [pdf]
  • Extracting Topics based on Author, Recipient and Content in Microblogs [pdf]
  • Nazneen Fatema Rajani, Kate McArdle, Jason Baldridge. SIGIR 2014.

  • Social Media Analytics (Bachelor's Thesis) [pdf]
  • Solution to the Tic-Tac-Toe Problem using Hamming Distance Approach in a Neural Network [pdf]
  • Nazneen Fatema Rajani, Gaurav Dar, Rajoshi Biswas, Ramesha C.K. ISMS 2011.