Publications

Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Jason Wei, Adam Roberts (2022). The Flan Collection. Designing Data and Methods for Effective Instruction Tuning. ArXiv 2022.

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Hyung Won Chung, Le Hou, Shayne Longpre, Jeff Dean, Adam Roberts, Quoc V Le, Jason Wei (2022). Scaling Instruction-Finetuned Language Models. ArXiv 2022.

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Zeerak Talat, Aurélie Névéol, Stella Biderman, Miruna Clinciu, Manan Dey, Shayne Longpre (2022). You Reap What You Sow: On the Challenges of Bias Evaluation Under Multilingual Settings. ACL 2022 BigScience Workshop.

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Shayne Longpre, Julia Reisler, Edward Huang, Yi Lu, Andrew Frank, Nikhil Ramesh, Chris DuBois (2022). Active Learning Over Multiple Domains in Natural Language Tasks. NeurIPS Workshop on Distribution Shift 2022.

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

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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.

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

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

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

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

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

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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.

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

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

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

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

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