Publications

Shayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh (2021). Entity-Based Knowledge Conflicts in Question Answering. EMNLP 2021.

Dataset ArXiv

Shayne Longpre, Yi Lu, Joachim Daiber (2021). MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering. TACL 2021.

Dataset ArXiv Apple

Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi (2021). Open-Domain Question Answering Goes Conversational via Question Rewriting. NAACL 2021.

Dataset ArXiv ACLWeb Apple

Shayne Longpre, Yi Lu, Chris DuBois (2021). On the Transferability of Minimal Prediction Preserving Inputs in Question Answering. NAACL 2021.

ArXiv ACLWeb Apple

Svitlana Vakulenko, Nikos Voskarides, Zhucheng Tu, Shayne Longpre (2021). A Comparison of Question Rewriting Methods for Conversational Passage Retrieval. ECIR 2021.

ArXiv

Ivan Montero, Shayne Longpre, Ni Lao, Andrew Frank, Chris DuBois (2020). Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval. ArXiv Preprint.

ArXiv

Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha (2020). A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering. SCAI @ EMNLP 2020.

ArXiv ACLWeb

Shayne Longpre, Yu Wang, Chris DuBois (2020). How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?. Findings of EMNLP 2020.

ArXiv ACLWeb

Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha (2020). Question Rewriting for Conversational Question Answering. WSDM 2021.

ArXiv

Shayne Longpre, Yi Lu, Zhucheng Tu, Chris DuBois (2019). An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering. MRQA 2019.

ArXiv ACLWeb Leaderboard

Shayne Longpre, Sabeek Pradhan, Caiming Xiong, Richard Socher (2016). A way out of the Odyssey: Analyzing and combining recent insights for LSTMs. ArXiv.

ArXiv