EACL
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Establishing a new standard in answer selection precision
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Practical question-answering systems often use a technique called answer selection. Given a question — say, “When was Serena Williams born?” — they perform ...

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Improving the accuracy of privacy-preserving neural networks
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Differential privacy provides a way to quantify the privacy risks posed by aggregate statistics based on private data. One of its key ideas is that adding ...

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Amazon paper exposes biases in unreliable-news datasets
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At the 2021 Conference of the European Association for Computational Linguistics (EACL), we received honorable mention in the best-long-paper category for ...

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EACL: Language processing at the dawn of the LLM era
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The general chair of this year’s meeting of the European Chapter of the Association for Computational Linguistics (EACL) is Alessandro Moschitti, a ...

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Using generative AI to improve extreme multilabel classification
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For years, Amazon researchers have been exploring the topic of extreme multilabel classification (XMC), or classifying inputs when the space of possible ...

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