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Publication Year: 2019

41 to 50 of 52 Results

Covariance resampling for particle filter -- state and parameter estimation for soil hydrology [dataset] Feb 13, 2019 - TS-CCEES Berg, Daniel; Hannes H. Bauser; Kurt Roth, 2019, "Covariance resampling for particle filter -- state and parameter estimation for soil hydrology [dataset]", https://doi.org/10.11588/data/MFU6EV, heiDATA, V1 This repository contains the data for the paper 'Covariance resampling for particle filter -- state and parameter estimation for soil hydrology'. All plots contained in the paper can be reproduced using this data.
COREC – A neural multi-label COmmonsense RElation Classification system Oct 22, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo) Becker, Maria, 2019, "COREC – A neural multi-label COmmonsense RElation Classification system", https://doi.org/10.11588/data/E5EHBV, heiDATA, V1 We examine the learnability of Commonsense knowledge relations as represented in CONCEPTNET. We develop a neural open world multi-label classification system that focuses on the evaluation of classification accuracy for individual relations. Based on an in-depth study of the spec...
Climate policy commitment devices [Dataset] Jan 15, 2019 - AWI Experimental Economics Dengler, Sebastian; Gerlagh, Reyer; Trautmann, Stefan T.; van de Kuilen, Gijs, 2019, "Climate policy commitment devices [Dataset]", https://doi.org/10.11588/data/R8HGIB, heiDATA, V1, UNF:6:G5JiC8JlmlC3TYlJ68qogw== [fileUNF] We develop a dynamic resource extraction game that mimics the global multi-generation planning problem for climate change and fossil fuel extraction. We implement the game under different conditions in the laboratory. Compared to a baseline condition, we find that policy interven...
Capitalizing on the (False) Consensus Effect: Two Tractable Methods to Elicit Private Information [Dataset] Nov 4, 2019 - AWI Experimental Economics Schmidt, Robert, 2019, "Capitalizing on the (False) Consensus Effect: Two Tractable Methods to Elicit Private Information [Dataset]", https://doi.org/10.11588/data/7WGSTU, heiDATA, V1, UNF:6:NNk+dDpsSu2ZXVMSVkJtQQ== [fileUNF] We propose and experimentally test two tractable methods to incentivize the elicitation of private information: Benchmark and Coordination. Both mechanisms capitalize on the false consensus effect, a well-documented phenomenon that follows Bayesian reasoning. That is, individuals...
BPEmb: Pre-trained Subword Embeddings in 275 Languages (LREC 2018) Feb 6, 2019 - AIPHES Heinzerling, Benjamin, 2019, "BPEmb: Pre-trained Subword Embeddings in 275 Languages (LREC 2018)", https://doi.org/10.11588/data/V9CXPR, heiDATA, V1 BPEmb is a collection of pre-trained subword unit embeddings in 275 languages, based on Byte-Pair Encoding (BPE). In an evaluation using fine-grained entity typing as testbed, BPEmb performs competitively, and for some languages better than alternative subword approaches, while r...
Bekvaem: Integrative Data Exploration of Genomic Data Nov 21, 2019 - Theoretical Physics Hofmann, Andreas; Müggenburg, Jan; Heermann, Dieter W., 2019, "Bekvaem: Integrative Data Exploration of Genomic Data", https://doi.org/10.11588/data/KGYOS6, heiDATA, V1 Using modern open-source libraries for web-based visualizations and data-processing, Bekvaem, a generic framework for the creation of data exploration software is introduced. Providing a high-level interface to fast low-level routines and employing open formats for the data stora...
AMR parse quality prediction [Source Code] Jul 12, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo) Opitz, Juri, 2019, "AMR parse quality prediction [Source Code]", https://doi.org/10.11588/data/STHBGW, heiDATA, V1 Accuracy prediction for AMR parsing predicts 33 accuracy metrics for a given sentence and its (automatic) AMR parse Abstract (Opitz and Frank, 2019): Semantic proto-role labeling (SPRL) is an alternative to semantic role labeling (SRL) that moves beyond a categorical definition o...
Age differences in emotion perception in a multiple target setting: An eye-tracking study [Dataset] Feb 26, 2020 - Psychological Research Methods Bucher, Alica; Voss, Andreas; Spaniol, Julia; Hische, Amelie; Sauer, Nicole, 2019, "Age differences in emotion perception in a multiple target setting: An eye-tracking study [Dataset]", https://doi.org/10.11588/data/4X2FXC, heiDATA, V2 Research focusing on the association between age and emotion perception has revealed inconsistent findings, with some support for an age-related positivity effect, as predicted by socioemotional selectivity theory. We used the mood-of-the-crowd (MoC) task to investigate whether o...
Affixoid Dataset (DE) Oct 8, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo) Ruppenhofer, Josef, 2019, "Affixoid Dataset (DE)", https://doi.org/10.11588/data/QKF4LT, heiDATA, V1, UNF:6:+MGK9lTPTXx7Rclu1BpPnw== [fileUNF] The dataset contains the manual annotations for the COLING 2018 submission "Distinguishing affixoid formations from compounds" by Josef Ruppenhofer, Michael Wiegand, Rebecca Wilm and Katja Markert. 1788 complex words containing one of 7 German suffixoid candidates (e.g. -hai, -go...
ACL word segmentation correction Jul 15, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo) Nastase, Vivi; Hitschler, Julian, 2019, "ACL word segmentation correction", https://doi.org/10.11588/data/VK99LU, heiDATA, V1 The data in this collection consists of two parallel directories, one ("raw") containing the raw text of 18850 articles from the ACL 2013/02 collection, the other ("re-segmented") the word-resegmented version of these articles, obtained using nematus, a seq2seq neural model used...

Covariance resampling for particle filter -- state and parameter estimation for soil hydrology [dataset]

Feb 13, 2019 - TS-CCEES

Berg, Daniel; Hannes H. Bauser; Kurt Roth, 2019, "Covariance resampling for particle filter -- state and parameter estimation for soil hydrology [dataset]", https://doi.org/10.11588/data/MFU6EV, heiDATA, V1

This repository contains the data for the paper 'Covariance resampling for particle filter -- state and parameter estimation for soil hydrology'. All plots contained in the paper can be reproduced using this data.

COREC – A neural multi-label COmmonsense RElation Classification system

Oct 22, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo)

Becker, Maria, 2019, "COREC – A neural multi-label COmmonsense RElation Classification system", https://doi.org/10.11588/data/E5EHBV, heiDATA, V1

We examine the learnability of Commonsense knowledge relations as represented in CONCEPTNET. We develop a neural open world multi-label classification system that focuses on the evaluation of classification accuracy for individual relations. Based on an in-depth study of the spec...

Climate policy commitment devices [Dataset]

Jan 15, 2019 - AWI Experimental Economics

Dengler, Sebastian; Gerlagh, Reyer; Trautmann, Stefan T.; van de Kuilen, Gijs, 2019, "Climate policy commitment devices [Dataset]", https://doi.org/10.11588/data/R8HGIB, heiDATA, V1, UNF:6:G5JiC8JlmlC3TYlJ68qogw== [fileUNF]

We develop a dynamic resource extraction game that mimics the global multi-generation planning problem for climate change and fossil fuel extraction. We implement the game under different conditions in the laboratory. Compared to a baseline condition, we find that policy interven...

Capitalizing on the (False) Consensus Effect: Two Tractable Methods to Elicit Private Information [Dataset]

Nov 4, 2019 - AWI Experimental Economics

Schmidt, Robert, 2019, "Capitalizing on the (False) Consensus Effect: Two Tractable Methods to Elicit Private Information [Dataset]", https://doi.org/10.11588/data/7WGSTU, heiDATA, V1, UNF:6:NNk+dDpsSu2ZXVMSVkJtQQ== [fileUNF]

We propose and experimentally test two tractable methods to incentivize the elicitation of private information: Benchmark and Coordination. Both mechanisms capitalize on the false consensus effect, a well-documented phenomenon that follows Bayesian reasoning. That is, individuals...

BPEmb: Pre-trained Subword Embeddings in 275 Languages (LREC 2018)

Feb 6, 2019 - AIPHES

Heinzerling, Benjamin, 2019, "BPEmb: Pre-trained Subword Embeddings in 275 Languages (LREC 2018)", https://doi.org/10.11588/data/V9CXPR, heiDATA, V1

BPEmb is a collection of pre-trained subword unit embeddings in 275 languages, based on Byte-Pair Encoding (BPE). In an evaluation using fine-grained entity typing as testbed, BPEmb performs competitively, and for some languages better than alternative subword approaches, while r...

Bekvaem: Integrative Data Exploration of Genomic Data

Nov 21, 2019 - Theoretical Physics

Hofmann, Andreas; Müggenburg, Jan; Heermann, Dieter W., 2019, "Bekvaem: Integrative Data Exploration of Genomic Data", https://doi.org/10.11588/data/KGYOS6, heiDATA, V1

Using modern open-source libraries for web-based visualizations and data-processing, Bekvaem, a generic framework for the creation of data exploration software is introduced. Providing a high-level interface to fast low-level routines and employing open formats for the data stora...

AMR parse quality prediction [Source Code]

Jul 12, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo)

Opitz, Juri, 2019, "AMR parse quality prediction [Source Code]", https://doi.org/10.11588/data/STHBGW, heiDATA, V1

Accuracy prediction for AMR parsing predicts 33 accuracy metrics for a given sentence and its (automatic) AMR parse Abstract (Opitz and Frank, 2019): Semantic proto-role labeling (SPRL) is an alternative to semantic role labeling (SRL) that moves beyond a categorical definition o...

Age differences in emotion perception in a multiple target setting: An eye-tracking study [Dataset]

Feb 26, 2020 - Psychological Research Methods

Bucher, Alica; Voss, Andreas; Spaniol, Julia; Hische, Amelie; Sauer, Nicole, 2019, "Age differences in emotion perception in a multiple target setting: An eye-tracking study [Dataset]", https://doi.org/10.11588/data/4X2FXC, heiDATA, V2

Research focusing on the association between age and emotion perception has revealed inconsistent findings, with some support for an age-related positivity effect, as predicted by socioemotional selectivity theory. We used the mood-of-the-crowd (MoC) task to investigate whether o...

Affixoid Dataset (DE)

Oct 8, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo)

Ruppenhofer, Josef, 2019, "Affixoid Dataset (DE)", https://doi.org/10.11588/data/QKF4LT, heiDATA, V1, UNF:6:+MGK9lTPTXx7Rclu1BpPnw== [fileUNF]

The dataset contains the manual annotations for the COLING 2018 submission "Distinguishing affixoid formations from compounds" by Josef Ruppenhofer, Michael Wiegand, Rebecca Wilm and Katja Markert. 1788 complex words containing one of 7 German suffixoid candidates (e.g. -hai, -go...

ACL word segmentation correction

Jul 15, 2019 - Empirical Linguistics and Computational Language Modeling (LiMo)

Nastase, Vivi; Hitschler, Julian, 2019, "ACL word segmentation correction", https://doi.org/10.11588/data/VK99LU, heiDATA, V1

The data in this collection consists of two parallel directories, one ("raw") containing the raw text of 18850 articles from the ACL 2013/02 collection, the other ("re-segmented") the word-resegmented version of these articles, obtained using nematus, a seq2seq neural model used...

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