• Refine your search:
  • 
    Keyword:
    
    • Computation and Language cs.CL (28)
    • FOS Computer and information sciences (28)
    • Computational Linguistics (12)
    • Machine Learning (8)
    • Machine Learning and Data Mining (8)
    • Natural Language Processing (8)
    • Machine Learning cs.LG (6)
    • Condensed Matter Physics (4)
    • Dänisch (4)
    • Electromagnetism (4)
    •   more
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2022 (10)
    • 2021 (19)
    • 2020 (3)
    • 2019 (4)
    • 2018 (7)
    • 2017 (7)
    • 2016 (3)
    • 2012 (1)
    • 2011 (1)
    • 2009 (3)
    •   more
  • 
    Medium
  • 
    Type:
    
    • Article (34)
    • Miscellaneous (28)
    • Book (2)
  • 
    BLLDB-Access

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 Hits 1 – 20 of 64 1 Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ... Chalkidis, Ilias; Passini, Tommaso; Zhang, Sheng; Tomada, Letizia; Schwemer, Sebastian Felix; Søgaard, Anders. - : Zenodo, 2022 Abstract: We present a benchmark suite of four datasets for evaluating the fairness of pre-trained legal language models and the techniques used to fine-tune them for downstream tasks. Our benchmarks cover four jurisdictions (European Council, USA, Swiss, and Chinese), five languages (English, German, French, Italian, and Chinese), and fairness across five attributes (gender, age, nationality/region, language, and legal area). In our experiments, we evaluate pre-trained language models using several group-robust fine-tuning techniques and show that performance group disparities are vibrant in many cases, while none of these techniques guarantee fairness, nor consistently mitigate group disparities. Furthermore, we provide a quantitative and qualitative analysis of our results, highlighting open challenges in the development of robustness methods in legal NLP. ... Keyword: fairlex; fairness; legal URL: https://dx.doi.org/10.5281/zenodo.6322643 https://zenodo.org/record/6322643 BASE Hide details 2 Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ... Chalkidis, Ilias; Passini, Tommaso; Zhang, Sheng. - : Zenodo, 2022 BASE Show details 3 UK-LEX Dataset - Part of Chalkidis and Søgaard (2022) ... Chalkidis, Ilias; Søgaard, Anders. - : Zenodo, 2022 BASE Show details 4 UK-LEX Dataset - Part of Chalkidis and Søgaard (2022) ... Chalkidis, Ilias; Søgaard, Anders. - : Zenodo, 2022 BASE Show details 5 FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ... Chalkidis, Ilias; Pasini, Tommaso; Zhang, Sheng. - : arXiv, 2022 BASE Show details 6 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ... Cui, Ruixiang; Hershcovich, Daniel; Søgaard, Anders. - : arXiv, 2022 BASE Show details 7 Challenges and Strategies in Cross-Cultural NLP ... Hershcovich, Daniel; Frank, Stella; Lent, Heather. - : arXiv, 2022 BASE Show details 8 Factual Consistency of Multilingual Pretrained Language Models ... Fierro, Constanza; Søgaard, Anders. - : arXiv, 2022 BASE Show details 9 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ... de Lhoneux, Miryam; Zhang, Sheng; Søgaard, Anders. - : arXiv, 2022 BASE Show details 10 How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns ... Brandl, Stephanie; Cui, Ruixiang; Søgaard, Anders. - : arXiv, 2022 BASE Show details 11 Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance ... Anderson, Mark; Søgaard, Anders; Rodríguez, Carlos Gómez. - : arXiv, 2021 BASE Show details 12 The Impact of Positional Encodings on Multilingual Compression ... Ravishankar, Vinit; Søgaard, Anders. - : arXiv, 2021 BASE Show details 13 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Aralikatte, Rahul; Maria Ponti, Edoardo. - : Underline Science Inc., 2021 BASE Show details 14 Evaluation of Summarization Systems across Gender, Age, and Race ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jørgensen, Anna; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 15 Locke's Holiday: Belief Bias in Machine Reading ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 16 Dynamic Forecasting of Conversation Derailment ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Kementchedjhieva, Yova; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 17 Replicating and Extending ``Because Their Treebanks Leak'': Graph Isomorphism, Covariants, and Parser Performance ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Anderson, Mark; Gómez-Rodríguez, Carlos. - : Underline Science Inc., 2021 BASE Show details 18 Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Abdou, Mostafa; Frank, Stella. - : Underline Science Inc., 2021 BASE Show details 19 Spurious Correlations in Cross-Topic Argument Mining ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Barrett, Maria; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 20 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Aralikatte, Rahul; Maria Ponti, Edoardo. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4

Mobile view All Catalogues UB Frankfurt Linguistik 1 IDS Mannheim 0 OLC Linguistik 6 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 1 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 7 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 2 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 1 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 51 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0