10/2/2023 0 Comments Bert rogers aim bank![]() Moreover, they show that when the metric is computed with the contextual embeddings of the BERT model, it is able to explain a higher amount of variance.Įye-tracking data recorded during reading provide important evidence about the factors influencing language comprehension (Rayner et al., 1989 Rayner, 1998). Our results suggest that both components play a role in the prediction, with semantic relatedness surprisingly contributing also to the prediction of function words. Different types of relatedness scores derived from both static and contextual models have also been tested. In our study, we propose a regression experiment for estimating different eye-tracking metrics on two English corpora, contrasting the quality of the predictions with and without the surprisal and the relatedness components. However, it is not clear whether the two components have a distinct contribution, with recent studies claiming that surprisal scores estimated with large-scale, deep learning-based language models subsume the semantic relatedness component. Libra 2.Previous research in computational linguistics dedicated a lot of effort to using language modeling and/or distributional semantic models to predict metrics extracted from eye-tracking data. Key takeaways from the ECB’s new Financial Stability Review / 25 Nov, 2020 15:30 - 16:45 CET (UTC+01:00) / Negative Interest Rates: Effectiveness and Side Effects – Taking Stock / 06 May, 2021 15:00 - 16:15 CET (UTC+01:00) /ĬBDC: State of play, challenges, open issues / 04 Dec, 2020 14:00 - 15:30 CET (UTC+01:00) / Key takeaways from the ECB’s new Financial Stability Review / 19 May, 2021 15:00 - 16:15 CET (UTC+01:00) / The international role of the euro – state of play, drivers, prospects / 14 Jun, 2021 14:00 - 15:30 CET (UTC+01:00) /įiscal and Monetary Policy Interactions / 26 May, 2021 15:00 - 16:30 CET (UTC+01:00) / Key takeaways from the ECB’s new Financial Stability Review / 17 Nov, 2021 15:00 - 16:15 CET (UTC+01:00) / “Monetary Policy in Times of Crisis – A Tale of Two Decades of the European Central Bank” / 26 Nov, 2021 14:00 - 15:30 CET (UTC+01:00) / ![]() SME Financing: Key findings from the EIF’s new "European Small Business Finance Outlook 2021" / 09 Dec, 2021 13:30 - 15:00 CET (UTC+01:00) / ![]() The digital euro: policy implications and perspectives / 16 Feb, 2022 15:00 - 16:00 CET (UTC+01:00) /Ĭlimate-related risks: A financial stability angle for Europe / 15 Feb, 2022 15:00 - 16:30 CET (UTC+01:00) / Sovereign Domestic Debt Restructuring: Handle with Care / 23 Feb, 2022 15:00 - 16:30 CET (UTC+01:00) / ![]() The International Role of the euro: Tectonic Shifts in the Global Financial System? / 14 Jun, 2022 15:30 - 17:00 CET (UTC+01:00) /Ĭentral bank independence, inflation and crises: what interactions? / 13 Jun, 2022 15:00 - 16:30 CET (UTC+01:00) / Sovereign Borrowing Outlook 2022 and Beyond: Navigating shocks and uncertainty with high debt / 27 Jun, 2022 15:00 - 16:30 CET (UTC+01:00) /ĬBDC and Bank Intermediation / 21 Jun, 2022 15:30 - 17:00 CET (UTC+01:00) / NGFS Report: Enhancing market transparency in green and transition finance / 11 Jul, 2022 10:00 - 11:30 CET (UTC+01:00) / The Illusion of Control: Why Financial Crises Happen, and What We Can (and Can’t) Do About It / 09 Sep, 2022 15:00 - 16:15 CET (UTC+01:00) / The Macroprudential Challenge of Climate Change / 27 Sep, 2022 15:30 - 16:45 CET (UTC+01:00) /
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