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 Apple ACLAnthology

Anthony Chen, Pallavi Gudipati, Shayne Longpre, Xiao Ling, Sameer Singh (2021). Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP. ACL 2021.

Dataset ArXiv Apple ACLAnthology

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 ACLAnthology Apple

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

ArXiv ACLAnthology 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 ACLAnthology

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

ArXiv ACLAnthology

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 ACLAnthology 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