1. A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
    Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, Jaime Carbonell
    In proceedings of Conference on Empirical Methods for Natural Language Processing (EMNLP) 2019. [pdf] [code]

  2. CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
    Aditi Chaudhary, Elizabeth Salesky, Gayatri Bhat, David Mortensen, Jaime Carbonell, Yulia Tsvetkov
    In proceedings of the ACL–SIGMORPHON 2019 Workshop, Florence, Italy. [pdf] [code]
    ** Awarded the Interpretability Prize **

  3. Dr.Quad at MEDIQA 2019: Towards Textual Inferenceand Question Entailment using contextualized representations
    Vinayshekhar Bannihatti Kumar, Ashwin Srinivasan, Aditi Chaudhary, James Route, Teruko Mitamura, Eric Nyberg
    In proceedings of the ACL–BioNLP 2019 Workshop, Florence, Italy. [pdf]

  4. Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
    Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime G. Carbonell
    In proceedings of Conference on Empirical Methods for Natural Language Processing (EMNLP) 2018 [pdf] [code/data]

Additional Research

  1. The ARIEL-CMU Systems for LoReHLT18
    Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V Horwood, Shabnam Tafreshi, Mona Diab, Efsun S Kayi, Noura Farra, Kathleen McKeown
    arXiv preprint, 2019 [pdf]

  2. Weighted Global Normalization for Multiple Choice Reading Comprehension over Long Documents
    Aditi Chaudhary, Bhargavi Paranjape, Michiel de Jong
    arXiv preprint, 2018 [pdf]