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05/24/2023
A Controllable QA-based Framework for Decontextualization
Many real-world applications require surfacing extracted snippets to use...
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03/07/2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
As language models grow ever larger, the need for large-scale high-quali...
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01/24/2023
The Semantic Scholar Open Data Platform
The volume of scientific output is creating an urgent need for automated...
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10/25/2022
SciFact-Open: Towards open-domain scientific claim verification
While research on scientific claim verification has led to the developme...
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05/04/2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology
The recent emergence and adoption of Machine Learning technology, and sp...
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02/28/2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
When seeking information not covered in patient-friendly documents, like...
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12/02/2021
LongChecker: Improving scientific claim verification by modeling full-abstract context
We introduce the LongChecker system for scientific claim verification. G...
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05/07/2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
Readers of academic research papers often read with the goal of answerin...
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04/30/2020
TLDR: Extreme Summarization of Scientific Documents
We introduce TLDR generation for scientific papers, a new automatic summ...
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03/09/2020
Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation
Research in human-centered AI has shown the benefits of machine-learning...
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02/02/2020
Citation Text Generation
We introduce the task of citation text generation: given a pair of scien...
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11/07/2019
S2ORC: The Semantic Scholar Open Research Corpus
We introduce S2ORC, a large contextual citation graph of English-languag...
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11/07/2019
GORC: A large contextual citation graph of academic papers
We introduce the Semantic Scholar Graph of References in Context (GORC),...
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03/26/2019
SciBERT: Pretrained Contextualized Embeddings for Scientific Text
Obtaining large-scale annotated data for NLP tasks in the scientific dom...
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06/20/2018
