Shayne Longprehttps://www.shaynelongpre.com/author/shayne-longpre/Shayne LongpreWowchemy (https://wowchemy.com)en-us© 2025 Shayne Longprehttps://www.shaynelongpre.com/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.pngShayne Longprehttps://www.shaynelongpre.com/author/shayne-longpre/The Flan Collection. Designing Data and Methods for Effective Instruction Tuninghttps://www.shaynelongpre.com/publication/flan-collection-2022/Sun, 20 Nov 2022 00:00:00 +0000https://www.shaynelongpre.com/publication/flan-collection-2022/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Scaling Instruction-Finetuned Language Modelshttps://www.shaynelongpre.com/publication/scaling-flan-2022/Thu, 20 Oct 2022 00:00:00 +0000https://www.shaynelongpre.com/publication/scaling-flan-2022/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->You Reap What You Sow: On the Challenges of Bias Evaluation Under Multilingual Settingshttps://www.shaynelongpre.com/publication/bigscience-acl2022/Fri, 27 May 2022 00:00:00 +0000https://www.shaynelongpre.com/publication/bigscience-acl2022/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Active Learning Over Multiple Domains in Natural Language Taskshttps://www.shaynelongpre.com/publication/mdds-2022/Tue, 01 Feb 2022 00:00:00 +0000https://www.shaynelongpre.com/publication/mdds-2022/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Entity-Based Knowledge Conflicts in Question Answeringhttps://www.shaynelongpre.com/publication/kcqa-emnlp2021/Sat, 30 Oct 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/kcqa-emnlp2021/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPhttps://www.shaynelongpre.com/publication/amber-acl2021/Mon, 30 Aug 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/amber-acl2021/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answeringhttps://www.shaynelongpre.com/publication/mkqa/Fri, 30 Jul 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/mkqa/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Invigorating Competition in Social Networking: An Interoperability Remedy that Addresses Data Network Effects and Privacy Concernshttps://www.shaynelongpre.com/talk/interoperability-2020/Tue, 15 Jun 2021 00:00:00 +0000https://www.shaynelongpre.com/talk/interoperability-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->On the Transferability of Minimal Prediction Preserving Inputs in Question Answeringhttps://www.shaynelongpre.com/publication/mppi-2020/Tue, 01 Jun 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/mppi-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Open-Domain Question Answering Goes Conversational via Question Rewritinghttps://www.shaynelongpre.com/publication/qrecc-2021-naacl/Tue, 01 Jun 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/qrecc-2021-naacl/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->A Comparison of Question Rewriting Methods for Conversational Passage Retrievalhttps://www.shaynelongpre.com/publication/ecir-2021/Tue, 19 Jan 2021 00:00:00 +0000https://www.shaynelongpre.com/publication/ecir-2021/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Pivot Through English: Reliably Answering Multilingual Questions without Document Retrievalhttps://www.shaynelongpre.com/publication/pivot-through-english-2020/Mon, 28 Dec 2020 00:00:00 +0000https://www.shaynelongpre.com/publication/pivot-through-english-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answeringhttps://www.shaynelongpre.com/publication/wronganswerorwrongquestion-scai-2020/Tue, 13 Oct 2020 00:00:00 +0000https://www.shaynelongpre.com/publication/wronganswerorwrongquestion-scai-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?https://www.shaynelongpre.com/publication/data-augmentation-findings-emnlp-2020/Mon, 05 Oct 2020 00:00:00 +0000https://www.shaynelongpre.com/publication/data-augmentation-findings-emnlp-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->How Big Data Confers Market Power to Big Tech: Leveraging the Perspective of Data Sciencehttps://www.shaynelongpre.com/talk/antitrust-bulletin-2020/Wed, 24 Jun 2020 00:00:00 +0000https://www.shaynelongpre.com/talk/antitrust-bulletin-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Question Rewriting for Conversational Question Answeringhttps://www.shaynelongpre.com/publication/qr-for-conversational-qa-2020/Thu, 30 Apr 2020 00:00:00 +0000https://www.shaynelongpre.com/publication/qr-for-conversational-qa-2020/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answeringhttps://www.shaynelongpre.com/publication/mrqa-2019/Wed, 04 Dec 2019 00:00:00 +0000https://www.shaynelongpre.com/publication/mrqa-2019/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->A way out of the Odyssey: Analyzing and combining recent insights for LSTMshttps://www.shaynelongpre.com/publication/odyssey-2016/Wed, 16 Nov 2016 00:00:00 +0000https://www.shaynelongpre.com/publication/odyssey-2016/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo Academic&rsquo;s Markdown slides feature. </div> </div> Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->