• SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    Tanmay Parekh, Jeffrey Kwan, Jiarui Yu, Sparsh Johri, Hyosang Ahn, Sreya Muppalla, Kai-Wei Chang, Wei Wang, Nanyun Peng
    Accepted at EMNLP 2024
    [code]

  • QUDSELECT: Selective Decoding for Questions Under Discussion Parsing
    Ashima Suvarna, Xiao Liu, Tanmay Parekh, Kai-Wei Chang, Nanyun Peng
    Accepted at EMNLP 2024
    [paper]

  • TEXTEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
    Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji
    Accepted at ACL Findings 2024
    [paper] [code]

  • Contextual Label Projection for Cross-Lingual Structure Extraction
    Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
    Accepted at NAACL 2024
    [paper] [code]

  • Event Detection from Social Media for Epidemic Preparedness
    Tanmay Parekh, Alex Mac, Jiarui Yu, Yuxoan Dong, Syed Shahriar, Bonnie Liu, Eric Yang, Kuan-Hao Huang, Nanyun Peng, Wei Wang, Kai-Wei Chang
    Accepted at NAACL 2024
    [paper] [code]

  • GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types
    Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
    Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL) 2023
    [paper] [code] [slides]

  • Towards Using Heterogeneous Relation Graphs for End-to-End TTS Amrith Setlur*, Aman Madaan*, Tanmay Parekh*, Yiming Yang, Alan W Black
    Proceedings of the 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) [paper]

  • Understanding Linguistic Accommodation in Human-Machine Code-Switched Dialogues
    Tanmay Parekh, Emily P Ahn, Yulia Tsvetkov, Alan W Black
    Proceedings of The SIGNLL Conference on Computational Natural Language Learning (CoNLL) 2020 (Virtual)
    [paper] [data] [slides]

  • Politeness transfer: A tag and generate approach
    Aman Madaan*, Amrith Setlur*, Tanmay Parekh*, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye
    Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL) 2020 (Virtual)
    [paper] [code] [slides]

  • Automatic and Accurate Attribute Extraction for E-Commerce
    Tanmay Parekh, Sachin Farfade, Nikhil Rasiwasia
    Proceedings of the (Internal) Amazon Machine Learning Conference (AMLC) 2019, Seattle, USA

  • Code-switched Language Models Using Dual RNNs and Same-Source Pretraining
    Saurabh Garg*, Tanmay Parekh*, Preethi Jyothi
    Proceedings of the 23rd Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018, Brussels, Belgium
    [paper]

  • Dual Language Models for Code Mixed Speech Recognition
    Saurabh Garg, Tanmay Parekh, Preethi Jyothi
    Proceedings of the 19th International Conference of Interspeech 2018, Hyderabad, India
    Awarded ISCA Student Travel Grant
    [paper]