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1
Optimizing a portfolio of agri-environmental investments ...
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“Institution” and “institute”: tendency to the “false substitution” of concepts ...
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3
Delving Deeper into Cross-lingual Visual Question Answering ...
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4
Testing the interface hypothesis: the acquisition of English indirect questions by L1 speakers of Omani Arabic
In: Heliyon (2022)
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5
Geschichte der Brille : Verfahren der Herstellung von Brillenfassungen aus Celluloseacetat : Terminologiearbeit im Sprachpaar Italienisch – Deutsch, Deutsch – Italienisch
Kloster, Iryna [Verfasser]. - Mainz : Universitätsbibliothek der Johannes Gutenberg-Universität Mainz, 2021
DNB Subject Category Language
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6
Combating Temporal Drift in Crisis with Adapted Embeddings ...
Stowe, Kevin; Gurevych, Iryna. - : arXiv, 2021
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7
The concept of security in the integration processes of the European union countries ...
Grushko, Iryna. - : Zenodo, 2021
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8
The concept of security in the integration processes of the European union countries ...
Grushko, Iryna. - : Zenodo, 2021
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9
Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ...
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10
Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ...
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11
Annotation Curricula to Implicitly Train Non-Expert Annotators ...
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12
Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ...
Biskub, Iryna; Anna, Danylchuk.. - : Zenodo, 2021
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13
Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ...
Biskub, Iryna; Anna, Danylchuk.. - : Zenodo, 2021
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14
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ...
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15
xGQA: Cross-Lingual Visual Question Answering ...
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16
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning ...
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17
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ...
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18
Green NLP panel ...
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19
Investigating label suggestions for opinion mining in German Covid-19 social media ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.1 Abstract: This work investigates the use of interactively updated label suggestions to improve upon the efficiency of gathering annotations on the task of opinion mining in German Covid-19 social media data. We develop guidelines to conduct a controlled annotation study with social science students and find that suggestions from a model trained on a small, expert-annotated dataset already lead to a substantial improvement – in terms of inter-annotator agreement (+.14 Fleiss’ κ) and annotation quality – compared to students that do not receive any label suggestions. We further find that label suggestions from interactively trained models do not lead to an improvement over suggestions from a static model. Nonetheless, our analysis of suggestion bias shows that annotators remain capable of reflecting upon the suggested label in general. Finally, we confirm the quality of the annotated data in transfer learning experiments between different annotator ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/e7dg-v909
https://underline.io/lecture/25348-investigating-label-suggestions-for-opinion-mining-in-german-covid-19-social-media
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20
Coreference Reasoning in Machine Reading Comprehension ...
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