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Juliette Burger

2 accepted papers

2023

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering

ACL 2023findings

Open-domain question answering (ODQA) is a crucial task in natural language processing. A typical ODQA system relies on a retriever module to select relevant contexts from a large corpus for a downstream reading comprehension model. Existing ODQA datasets consist mainly of Wikipedia corpus, and are…

2023

STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK

ICLR 2023top-25%

We introduce STREET, a unified multi-task and multi-domain natural language reasoning and explanation benchmark. Unlike most existing question-answering (QA) datasets, we expect models to not only answer questions, but also produce step-by-step structured explanations describing how premises in the…

Cited by 27SourcePDFScholar