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31 to 40 of 70 Results

LLMs4Implicit-Knowledge-Generation Public Feb 26, 2024 - RATIO_EXPLAIN Becker, Maria, 2024, "LLMs4Implicit-Knowledge-Generation Public", https://doi.org/10.11588/data/5VTJ26, heiDATA, V1 Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key c...
Knowledge-Enhanced Neural Networks for Machine Reading Comprehension [Source Code and Additional Material] Apr 24, 2024 - AIPHES Mihaylov, Todor, 2024, "Knowledge-Enhanced Neural Networks for Machine Reading Comprehension [Source Code and Additional Material]", https://doi.org/10.11588/data/HU3ARF, heiDATA, V1 Machine Reading Comprehension is a language understanding task where a system is expected to read a given passage of text and typically answer questions about it. When humans assess the task of reading comprehension, in addition to the presented text, they usually use the knowled...
Integrating VGI contributions for gully mapping using Kalman filter and machine learning Feb 19, 2024 - 3D Spatial Data Processing Vallejo Orti, Miguel; Anders, Katharina; Ajali, Oliubikum; Bubenzer, Olaf; Höfle, Bernhard, 2024, "Integrating VGI contributions for gully mapping using Kalman filter and machine learning", https://doi.org/10.11588/data/UHSQG0, heiDATA, V1, UNF:6:dbfZe/C8CmWXcBEZJg2RPw== [fileUNF] The codes and datsets included are related to experiments and results conducted to integrate different lines digitized by volunteers using Kalman filter with changing amount of input lines. Three approaches are included: i) Kalman filtering integration to investigate the role of...
Influence of N-introduction on the electronic structure and properties of polyacenes: experiment and quantum chemistry in concert [research data] Apr 16, 2024 - SFB 1249: N-Heteropolyzyklen als Funktionsmaterialien - B: Theory & Structure Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of N-introduction on the electronic structure and properties of polyacenes: experiment and quantum chemistry in concert [research data]", https://doi.org/10.11588/data/FEQZX9, heiDATA, V1 N-Heteropolycycles (NHPCs) represent a promising substance class for applications in functional organic materials, since their electronic structure and the resulting individual molecular properties are efficiently tuneable by number and position of nitrogen atoms in the aromatic...
Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States [data] Mar 27, 2024 - Tegeder Group Hoffmann, Marvin; Ajdari, Mohsen; Landwehr, Felix; Tverskoy, Olena; Bunz, Uwe H. F.; Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States [data]", https://doi.org/10.11588/data/TUQIHY, heiDATA, V1 Underlying data for figures in the paper "Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States"
Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives [data] Mar 27, 2024 - Tegeder Group Ajdari, Mohsen; Landwehr, Felix; Hoffmann, Marvin; Hoffmann, Hendrik; Bunz, Uwe H. F.; Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives [data]", https://doi.org/10.11588/data/BKMRYG, heiDATA, V1 Underlying data for figures in the paper "Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives"
In Situ Fabrication of Constraints for Multicellular Micro-Spheroids Using Two-Photon Lithography [data] Mar 11, 2024 - 3D Matter Made to Order (3DMM2O) Taale, Mohammadreza, 2024, "In Situ Fabrication of Constraints for Multicellular Micro-Spheroids Using Two-Photon Lithography [data]", https://doi.org/10.11588/data/5VKT64, heiDATA, V2 2-photon polymerization is a promising technology for creating complex, microscale 3D matrices for biomedical and also bioprinting applications. Cancer research provides compelling uses for this strategy, in particular, for generating a 3D constraint around multicellular spheroid...
Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes [data] Mar 27, 2024 - Tegeder Group Ajdari, Mohsen; Pappenberger, Ronja; Walla, Christian; Hoffmann, Marvin; Michalsky, Ina; Kivala, Milan; Dreuw, Andreas; Tegeder, Petra, 2024, "Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes [data]", https://doi.org/10.11588/data/CG6QFT, heiDATA, V1 Underlying data for figures in the paper "Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes"
IKAT-EN Feb 26, 2024 - RATIO_EXPLAIN Becker, Maria, 2024, "IKAT-EN", https://doi.org/10.11588/data/RUBM2E, heiDATA, V1, UNF:6:To3aHa8xO8P28fzpCz1Qvw== [fileUNF] A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (English version). The data is further annotated with semantic clause types and commonsense knowledge relations.
IKAT-DE Feb 26, 2024 - RATIO_EXPLAIN Becker, Maria, 2024, "IKAT-DE", https://doi.org/10.11588/data/4BA5LY, heiDATA, V1 A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (German version). The data is further annotated with semantic clause types and commonsense knowledge relations.

LLMs4Implicit-Knowledge-Generation Public

Feb 26, 2024 - RATIO_EXPLAIN

Becker, Maria, 2024, "LLMs4Implicit-Knowledge-Generation Public", https://doi.org/10.11588/data/5VTJ26, heiDATA, V1

Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key c...

Knowledge-Enhanced Neural Networks for Machine Reading Comprehension [Source Code and Additional Material]

Apr 24, 2024 - AIPHES

Mihaylov, Todor, 2024, "Knowledge-Enhanced Neural Networks for Machine Reading Comprehension [Source Code and Additional Material]", https://doi.org/10.11588/data/HU3ARF, heiDATA, V1

Machine Reading Comprehension is a language understanding task where a system is expected to read a given passage of text and typically answer questions about it. When humans assess the task of reading comprehension, in addition to the presented text, they usually use the knowled...

Integrating VGI contributions for gully mapping using Kalman filter and machine learning

Feb 19, 2024 - 3D Spatial Data Processing

Vallejo Orti, Miguel; Anders, Katharina; Ajali, Oliubikum; Bubenzer, Olaf; Höfle, Bernhard, 2024, "Integrating VGI contributions for gully mapping using Kalman filter and machine learning", https://doi.org/10.11588/data/UHSQG0, heiDATA, V1, UNF:6:dbfZe/C8CmWXcBEZJg2RPw== [fileUNF]

The codes and datsets included are related to experiments and results conducted to integrate different lines digitized by volunteers using Kalman filter with changing amount of input lines. Three approaches are included: i) Kalman filtering integration to investigate the role of...

Influence of N-introduction on the electronic structure and properties of polyacenes: experiment and quantum chemistry in concert [research data]

Apr 16, 2024 - SFB 1249: N-Heteropolyzyklen als Funktionsmaterialien - B: Theory & Structure

Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of N-introduction on the electronic structure and properties of polyacenes: experiment and quantum chemistry in concert [research data]", https://doi.org/10.11588/data/FEQZX9, heiDATA, V1

N-Heteropolycycles (NHPCs) represent a promising substance class for applications in functional organic materials, since their electronic structure and the resulting individual molecular properties are efficiently tuneable by number and position of nitrogen atoms in the aromatic...

Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States [data]

Mar 27, 2024 - Tegeder Group

Hoffmann, Marvin; Ajdari, Mohsen; Landwehr, Felix; Tverskoy, Olena; Bunz, Uwe H. F.; Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States [data]", https://doi.org/10.11588/data/TUQIHY, heiDATA, V1

Underlying data for figures in the paper "Influence of N-Introduction in Pentacene on the Electronic Structure and Excited Electronic States"

Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives [data]

Mar 27, 2024 - Tegeder Group

Ajdari, Mohsen; Landwehr, Felix; Hoffmann, Marvin; Hoffmann, Hendrik; Bunz, Uwe H. F.; Dreuw, Andreas; Tegeder, Petra, 2024, "Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives [data]", https://doi.org/10.11588/data/BKMRYG, heiDATA, V1

Underlying data for figures in the paper "Influence of Core Halogenation on the Electronic Structure of Naphthothiadiazole Derivatives"

In Situ Fabrication of Constraints for Multicellular Micro-Spheroids Using Two-Photon Lithography [data]

Mar 11, 2024 - 3D Matter Made to Order (3DMM2O)

Taale, Mohammadreza, 2024, "In Situ Fabrication of Constraints for Multicellular Micro-Spheroids Using Two-Photon Lithography [data]", https://doi.org/10.11588/data/5VKT64, heiDATA, V2

2-photon polymerization is a promising technology for creating complex, microscale 3D matrices for biomedical and also bioprinting applications. Cancer research provides compelling uses for this strategy, in particular, for generating a 3D constraint around multicellular spheroid...

Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes [data]

Mar 27, 2024 - Tegeder Group

Ajdari, Mohsen; Pappenberger, Ronja; Walla, Christian; Hoffmann, Marvin; Michalsky, Ina; Kivala, Milan; Dreuw, Andreas; Tegeder, Petra, 2024, "Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes [data]", https://doi.org/10.11588/data/CG6QFT, heiDATA, V1

Underlying data for figures in the paper "Impact of Connectivity on the Electronic Structure of N-Heterotriangulenes"

IKAT-EN

Feb 26, 2024 - RATIO_EXPLAIN

Becker, Maria, 2024, "IKAT-EN", https://doi.org/10.11588/data/RUBM2E, heiDATA, V1, UNF:6:To3aHa8xO8P28fzpCz1Qvw== [fileUNF]

A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (English version). The data is further annotated with semantic clause types and commonsense knowledge relations.

IKAT-DE

Feb 26, 2024 - RATIO_EXPLAIN

Becker, Maria, 2024, "IKAT-DE", https://doi.org/10.11588/data/4BA5LY, heiDATA, V1

A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (German version). The data is further annotated with semantic clause types and commonsense knowledge relations.

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