Number of items at this level: 257.
A
Abiteboul, Serge; Arenas, Marcelo; Barceló, Pablo; Bienvenu, Meghyn; Calvanese, Diego; David, Claire; Hull, Richard; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108; Kimelfeld, Benny; Libkin, Leonid; Martens, Wim; Milo, Tova; Murlak, Filip; Neven, Frank; Ortiz, Magdalena; Schwentick, Thomas; Stoyanovich, Julia; Su, Jianwen; Suciu, Dan; Vianu, Victor and Yi, Ke
(December 2016):
Research Directions for Principles of Data Management (Abridged).
In: SIGMOD Record, Vol. 45, No. 4: 5–17
Abiteboul, Serge; Arenas, Marcelo; Barceló, Pablo; Bienvenu, Meghyn; Calvanese, Diego; David, Claire; Hull, Richard; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108; Kimelfeld, Benny; Libkin, Leonid; Martens, Wim; Milo, Tova; Murlak, Filip; Neven, Frank; Ortiz, Magdalena; Schwentick, Thomas; Stoyanovich, Julia; Su, Jianwen; Suciu, Dan; Vianu, Victor and Yi, Ke
(April 2018):
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151).
In: Dagstuhl Manifestos, Vol. 7, No. 1: pp. 1-29
Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke
(April 2021):
Analogical Embedding for Analogy-Based Learning to Rank.
Advances in Intelligent Data Analysis XIX. IDA 2021, Porto, Portugal, April 26-28, 2021.
In:
Advances in Intelligent Data Analysis XIX.
Vol. 12695.
Vol. 12695.
Cham: Springer. pp. 76-88
B
Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Waegeman, Willem
ORCID: https://orcid.org/0000-0002-5950-3003
(2023):
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification.
40th International Conference on Machine Learning (ICML 2023), Hawaii, USA, 23-29 July, 2023.
In: Krause, Andreas; Brunskill, Emma; Cho, Kyunghyun; Engelhardt, Barbara; Sabato, Sivan and Scarlett, Jonathan (eds.) :
Proceedings of the 40th International Conference on Machine Learning.
Vol. 202.
PMLR. pp. 2078-2091
Bengs, Viktor and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(July 2020):
Preselection Bandits.
37th International Conference on Machine Learning, Virtual, July 12-18 2020.
In: III, Hal Daumé and Singh, Aarti (eds.) :
Proceedings of the 37th International Conference on Machine Learning.
Vol. 119.
PMLR. pp. 778-787
Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Waegeman, Willem
ORCID: https://orcid.org/0000-0002-5950-3003
(28. November 2022):
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation.
Advances in Neural Information Processing Systems, New Orleans, USA, 28 November - 9 December 2022.
In: Oh, Alice H.; Agarwal, Alekh; Belgrave, Danielle and Cho, Kyunghyun (eds.) :
Bengs, Viktor; Saha, Aadirupa and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(July 2022):
Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models.
39th International Conference on Machine Learning, Baltimore, MD, USA, July 17-23 2022.
In: Chaudhuri, Kamalika; Jegelka, Stefanie; Song, Le; Szepesvari, Csaba; Niu, Gang and Sabato, Sivan (eds.) :
Proceedings of the 39th International Conference on Machine Learning.
Vol. 162.
PMLR. pp. 1764-1786
Brandt, Jasmin; Schede, Elias; Haddenhorst, Björn
ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Tierney, Kevin
(7. February 2023):
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration.
AAAI Conference on Artificial Intelligence, Washington, DC, USA, February, 2023.
In:
Proceedings of the AAAI Conference on Artificial Intelligence.
Vol. 37.
pp. 12355-12363
Brandt, Jasmin; Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Haddenhorst, Björn
ORCID: https://orcid.org/0000-0002-4023-6646 and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(28. November 2022):
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget.
Advances in Neural Information Processing Systems, New Orleans, USA, 28 November - 9 December 2022.
In: Oh, Alice H.; Agarwal, Alekh; Belgrave, Danielle and Cho, Kyunghyun (eds.) :
Brinkhoff, Thomas; Horn, H.; Kriegel, Hans-Peter and Schneider, Ralf
(1993):
Eine Speicher- und Zugriffsarchitektur für effiziente Anfragebearbeitung in Geo-Datenbankensystemen.
Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft, Braunschweig, 1993.
In: 5. Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft (ed.) ,
Datenbanksysteme in Büro, Technik und Wissenschaft.
Berlin: Springer. pp. 356-374
[PDF, 2MB]
Busa-Fekete, Róbert; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Szörényi, Balázs
(2014):
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows.
31st International Conference on Machine Learning (ICML 2014), Beijing, China, 21-26 June, 2014.
In: Xing, Eric P. and Jebara, Tony (eds.) :
Proceedings of the 31st International Conference on Machine Learning.
Vol. 32.
Bejing, China: PMLR. pp. 1071-1079
C
D
Dufter, Philipp; Kassner, Nora and Schütze, Hinrich
(June 2021):
Static Embeddings as Efficient Knowledge Bases?
2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, June 6-11, 2021.
In: Toutanova, Kristina (ed.) :
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Stroudsburg, PA: Association for Computational Linguistics. pp. 2353-2363
[PDF, 340kB]
Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin; Fraser, Alexander and Schütze, Hinrich
(July 2018):
Embedding Learning Through Multilingual Concept Induction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Melbourne, Australia, July 15-20, 2018.
In:
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics,
Vol. 1.
Association for Computational Linguistics. pp. 1520-1530
[PDF, 453kB]
E
F
Feldhans, Robert; Wilke, Adrian; Heindorf, Stefan; Shaker, Mohammad Hossein; Hammer, Barbara; Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(November 2021):
Drift Detection in Text Data with Document Embeddings.
Intelligent Data Engineering and Automated Learning – IDEAL 2021, Manchester, United Kingdom, November 25-27, 2021.
In:
Intelligent Data Engineering and Automated Learning – IDEAL 2021.
Vol. 13113.
Vol. 13113.
Cham: Springer. pp. 107-118
Föll, Simon
ORCID: https://orcid.org/0000-0002-4364-4282; Lison, Adrian
ORCID: https://orcid.org/0000-0002-6822-8437; Maritsch, Martin
ORCID: https://orcid.org/0000-0001-9920-0587; Klingberg, Karsten
ORCID: https://orcid.org/0000-0002-2502-1428; Lehmann, Vera
ORCID: https://orcid.org/0000-0002-6038-809X; Züger, Thomas
ORCID: https://orcid.org/0000-0001-6190-7405; Srivastava, David
ORCID: https://orcid.org/0000-0002-4744-0463; Jegerlehner, Sabrina
ORCID: https://orcid.org/0000-0002-0868-0608; Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729; Fleisch, Elgar
ORCID: https://orcid.org/0000-0002-4842-1117; Exadaktylos, Aristomenis
ORCID: https://orcid.org/0000-0002-2705-5170 and Wortmann, Felix
ORCID: https://orcid.org/0000-0001-5034-2023
(2022):
A Scalable Risk-Scoring System Based on Consumer-Grade Wearables for Inpatients With COVID-19: Statistical Analysis and Model Development.
In: JMIR Formative Research, Vol. 6, No. 6, e35717
[PDF, 875kB]
G
Gupta, Pritha
ORCID: https://orcid.org/0000-0002-7277-4633; Drees, Jan Peter
ORCID: https://orcid.org/0000-0002-7982-9908 and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Automated Side-Channel Attacks using Black-Box Neural Architecture Search.
18th International Conference on Availability, Reliability and Security, Benevento, Italy, 29 August - 1 September 2023.
In:
Proceedings of the 18th International Conference on Availability, Reliability and Security.
New York, NY, USA: Association for Computing Machinery. pp. 1-11
Gümüsay, Ali Aslan; Raynard, Mia; Albu, Oana; Etter, Michael and Roulet, Thomas
(2022):
Digital Technology and Voice: How Platforms Shape Institutional Processes Through Visibilization.
In: Gegenhuber, T.; Logue, D.; Hinings, C.R.(B). and Barrett, M. (eds.) :
Digital Transformation and Institutional Theory. Research in the Sociology of Organizations, Vol. 83. Bingley: Emerald. pp. 57-85
[PDF, 1MB]
H
Haddenhorst, Björn
ORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(7. December 2021):
Identification of the Generalized Condorcet Winner in Multi-dueling Bandits.
Advances in Neural Information Processing Systems, Virtual, December 7 2021.
In: Ranzato, M.; Beygelzimer, A.; Dauphin, Y.; Liang, P.S. and Vaughan, J. Wortman (eds.) :
Vol. 34.
Curran Associates, Inc.. pp. 25904-25916
Hofmann, Valentin; Pierrehumbert, Janet B. and Schütze, Hinrich
(August 2021):
Dynamic Contextualized Word Embeddings.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021.
In: Zong, Chengqing; Xia, Fei; Li, Wenjie and Navigli, Roberto (eds.) :
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Association for Computational Linguistics. pp. 6970-6984
[PDF, 4MB]
Hofmann, Valentin; Pierrehumbert, Janet B. and Schütze, Hinrich
(August 2021):
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021.
In: Zong, Chengqing; Xia, Fei; Li, Wenjie and Navigli, Roberto (eds.) :
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
pp. 3594-3608
[PDF, 1MB]
Hofmann, Valentin; Schütze, Hinrich and Pierrehumbert, Janet B.
(May 2022):
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers.
60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 22-27, 2022.
In: Muresan, Smarandakov; Nakov, Preslav and Villavicencio, Aline (eds.) :
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers).
Stroudsburg, PA: Association for Computational Linguistics. pp. 385-393
[PDF, 480kB]
Höhl, Wolfgang
(1. January 2014):
Sim Games, Simulation und industrielle Anwendungen.
In: Kaiser, Markus (ed.) :
Ringvorlesung Games. Retro Gaming, Gamification, Augmented Reality, Vol. 1. 1. München: Verlag Dr. Gabriele Hooffacker / MedienCampus Bayern e.V.. pp. 80-97
[PDF, 682kB]
I
Imani, Ayyoob; Sabet, Masoud Jalili; Senel, Lütfi Kerem; Dufter, Philipp; Yvon, François and Schütze, Hinrich
(November 2021):
Graph Algorithms for Multiparallel Word Alignment.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021.
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia and Yih, Scott Wen-tau (eds.) :
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg, PA: Association for Computational Linguistics. pp. 8457-8469
[PDF, 618kB]
Imani, Ayyoob; Senel, Lütfi Kerem; Sabet, Masoud Jalili; Yvon, François and Schütze, Hinrich
(May 2022):
Graph Neural Networks for Multiparallel Word Alignment.
ACL 2022, Dublin, Ireland, May 2022.
In: Muresan, Smaranda; Nakov, Preslav and Villavicencio, Aline (eds.) :
Findings of the Association for Computational Linguistics: ACL 2022.
Stroudsburg, PA: Association for Computational Linguistics. 1384 -1396
[PDF, 749kB]
J
Javanmardi, Alireza; Sale, Yusuf; Hofman, Paul and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(September 2023):
Conformal Prediction with Partially Labeled Data.
Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023.
In: Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik and Carlsson, Lars (eds.) :
Vol. 204.
PMLR. pp. 251-266
K
Kann, Katharina and Schütze, Hinrich
(October 2018):
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting.
2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31. October - 04. November 2018.
In: Riloff, Ellen; Chiang, David; Hockenmaier, Julia and Tsujii, Jun’ichi (eds.) :
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg, PA: Association for Computational Linguistics (ACL). pp. 3060-3066
[PDF, 879kB]
Kassner, Nora; Dufter, Philipp and Schütze, Hinrich
(April 2021):
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 2021.
In: Merlo, Paola; Tiedemann, Jörg and Tsarfaty, Reut (eds.) :
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.
Stroudsburg, PA: Association for Computational Linguistics. pp. 3250-3258
[PDF, 2MB]
Kassner, Nora; Tafjord, Oyvind; Schütze, Hinrich and Clark, Peter
(November 2021):
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021.
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia and Yih, Scott Wen-tau (eds.) :
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg, PA: Association for Computational Linguistics. pp. 8849-8861
[PDF, 466kB]
Koch, Kevin; Maritsch, Martin; Weenen, Eva van; Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729; Pfäffli, Matthias; Fleisch, Elgar; Weinmann, Wolfgang and Wortmann, Felix
(2023):
Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving.
CHI 2023, Hamburg, 23.04.-28.04.2023.
In:
Kolpaczki, Patrick; Bengs, Viktor and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(September 2021):
Identifying Top-k Players in Cooperative Games via Shapley Bandits.
LWDA’21: Lernen, Wissen, Daten, Analysen, Munich, Germany, 1. - 3. September, 2021.
In:
Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR.
Vol. 2993.
pp. 133-144
Kuzmanovic, Milan; Hatt, Tobias and Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729
(2021):
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies.
Machine Learning for Health, Virtual Conference, 04.12.2021.
In: Roy, Subhrajit; Pfohl, Stephen; Rocheteau, Emma; Tadesse, Girmaw Abebe; Oala, Luis; Falck, Fabian; Zhou, Yuyin; Shen, Liyue; Zamzmi, Ghada; Mugambi, Purity; Zirikly, Ayah; McDermott, Matthew B. A. and Alsentzer, Emily (eds.) :
Proceedings of Machine Learning Research.
Vol. 158.
Cambridge, MA: PMLR. 143 - 155
L
Landes, Jürgen; Paris, Jeff B. and Vencovská, Alena
(2009):
Instantial Relevance in Polyadic Inductive Logic.
Logic and Its Applications, Chennai, January 9-11 2009.
In: Ramanujam, R. and Sarukkai, Sundar (eds.) :
Logic and its applications : third Indian conference ; proceedings.
Berlin, Heidelberg: Springer. pp. 162-169
Lehmann, Vera; Zueger, Thomas; Maritsch, Martin
ORCID: https://orcid.org/0000-0001-9920-0587; Kraus, Mathias; Albrecht, Caroline; Bérubé, Caterina; Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729; Wortmann, Felix; Kowatsch, Tobias; Styger, Naïma; Lagger, Sophie; Laimer, Markus; Fleisch, Elgar and Stettler, Christoph
ORCID: https://orcid.org/0000-0003-1691-6059
(2023):
Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes.
In: Diabetes, Obesity and Metabolism, Vol. 25, No. 6: pp. 1668-1676
[PDF, 1MB]
Liang, Sheng; Zhao, Mengjie and Schütze, Hinrich
(May 2022):
Modular and Parameter-Efficient Multimodal Fusion with Prompting.
ACL 2022, Dublin, Ireland, May 2022.
In: Muresan, Smaranda; N, Preslav and Villavicencio, Aline (eds.) :
Findings of the Association for Computational Linguistics: ACL 2022.
Stroudsburg, PA: Association for Computational Linguistics. 2976 -2985
[PDF, 858kB]
Lienen, Julian
ORCID: https://orcid.org/0000-0003-2162-8107; Demir, Caglar and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(September 2023):
Conformal Credal Self-Supervised Learning.
Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023.
In: Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik and Carlsson, Lars (eds.) :
Vol. 204.
PMLR. pp. 214-233
Lienen, Julian
ORCID: https://orcid.org/0000-0003-2162-8107 and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(December 2021):
Credal Self-Supervised Learning.
35th Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, December 7, 2021.
In: Ranzato, M.; Beygelzimer, A.; Dauphin, Y.; Liang, P.S. and Vaughan, J. Wortman (eds.) :
Advances in Neural Information Processing Systems.
Vol. 34.
Curran Associates, Inc.. pp. 14370-14382
Lison, Adrian
ORCID: https://orcid.org/0000-0002-6822-8437; Persson, Joel; Banholzer, Nicolas and Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating the effect of mobility on SARS-CoV-2 transmission during the first and second wave of the COVID-19 epidemic, Switzerland, March to December 2020.
In: Eurosurveillance, Vol. 27, No. 10, 2100374
[PDF, 433kB]
Liu, Yihong; Jabbar, Haris and Schütze, Hinrich
(May 2022):
Flow-Adapter Architecture for Unsupervised Machine Translation.
60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 2022.
In: Muresan, Smaranda; Nakov, Preslav and Villavicencio, Aline (eds.) :
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Stroudsburg, PA: Association for Computational Linguistics. pp. 1253-1266
[PDF, 618kB]
M
Maronikolakis, Antonis; Dufter, Philipp and Schütze, Hinrich
(November 2021):
Wine is Not v i n. On the Compatibility of Tokenizations Across Languages.
EMNLP 2021, Punta Cana, Dominican Republic, November 7–11, 2021.
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia and Yih, Scott Wen-tau (eds.) :
Findings of the Association for Computational Linguistics: EMNLP 2021.
Stroudsburg, PA: Association for Computational Linguistics. pp. 2382-2399
[PDF, 3MB]
Maronikolakis, Antonis; Wisiorek, Axel; Nann, Leah; Jabbar, Haris; Udupa, Sahana
ORCID: https://orcid.org/0000-0003-3647-9570 and Schütze, Hinrich
(May 2022):
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments.
ACL 2022, Dublin, Ireland, May 2022.
In: Muresan, Smaranda; Nakov, Preslav and Villavicencio, Aline (eds.) :
Findings of the Association for Computational Linguistics: ACL 2022.
Stroudsburg, PA: Association for Computational Linguistics. pp. 1089-1104
[PDF, 629kB]
Martinez-De la Torre, Adrian
ORCID: https://orcid.org/0000-0002-3155-7421; Weenen, Eva van
ORCID: https://orcid.org/0000-0001-5500-2108; Kraus, Mathias
ORCID: https://orcid.org/0000-0002-2021-2743; Weiler, Stefan; Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729 and Burden, Andrea M.
ORCID: https://orcid.org/0000-0001-7082-8530
(2021):
A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP).
In: Journal of Clinical Medicine, Vol. 10, No. 19, 4486
[PDF, 836kB]
Marz, Luisa; Schweter, Stefan; Poerner, Nina; Roth, Benjamin and Schütze, Hinrich
(2. September 2021):
Data Centric Domain Adaptation for Historical
Text with OCR Errors.
International Conference on Document Analysis and Recognition, Lausanne, Switzerland, September 2021.
In: Lladós, J.; Lopresti, D. and Uchida, S. (eds.) :
Document Analysis and Recognition – ICDAR 2021. 16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part II.
Cham: Springer. pp. 748-761
[PDF, 364kB]
Morgan, Alexander A.; Lu, Zhiyong; Wang, Xinglong; Cohen, Aaron M.; Fluck, Juliane; Ruch, Patrick; Divoli, Anna; Fundel, Katrin; Leaman, Robert; Hakenberg, Joerg; Sun, Chengjie; Liu, Heng-hui; Torres, Rafael; Krauthammer, Michael; Lau, William W.; Liu, Hongfang; Hsu, Chun-Nan; Schuemie, Martijn; Cohen, K. Bretonnel and Hirschman, Lynette
(2008):
Overview of BioCreative II gene normalization.
In: Genome Biology
9:S3
[PDF, 377kB]
Mortier, Thomas
ORCID: https://orcid.org/0000-0001-9650-9263; Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108; Luca, Stijn and Waegeman, Willem
ORCID: https://orcid.org/0000-0002-5950-3003
(April 2023):
On the Calibration of Probabilistic Classifier Sets.
26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Valencia, Spain, 25-27 April, 2023.
In: Ruiz, Francisco; Dy, Jennifer and van de Meent, Jan-Willem (eds.) :
Proceedings of The 26th International Conference on Artificial Intelligence and Statistics.
Vol. 206.
PMLR. pp. 8857-8870
N
Naumzik, Christof and Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Detecting False Rumors from Retweet Dynamics on Social Media.
TheWebConf 2022, Lyon, 25.04.2022-29.04.2022.
In: Laforest, Frédérique; Troncy, Raphaël; Simperl, Elena; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan and Médini, Lionel (eds.) :
WWW '22: Proceedings of the ACM Web Conference 2022.
New York: Association of Computing Machinery. pp. 2798-2809
O
Ozyurt, Yilmazcan; Hatt, Tobias; Zhang, Ce and Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
A Deep Markov Model for Clickstream Analytics in Online Shopping.
TheWebConf 2022, Lyon, 25.04.2022-29.04.2022.
In: Laforest, Frédérique; Troncy, Raphaël; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan and Médini, Lionel (eds.) :
Proceedings of the ACM Web Conference 2022.
New York: Association for Computing Machinery. pp. 3071-3081
P
Poerner, Nina; Roth, Benjamin and Schütze, Hinrich
(July 2018):
Evaluating neural network explanation methods using
hybrid documents and morphosyntactic agreement.
The 56th Annual Meeting of the Association for Computational Linguistics, Melbourne, Australia, 15. - 20. July 2018.
In: Gurevych, Iryna and Miyao, Yusuke (eds.) :
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Stroudsburg, PA: Association for Computational Linguistics (ACL). pp. 340-350
[PDF, 669kB]
R
Rahnama, Javad and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(5. June 2020):
Learning Tversky Similarity.
International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Lisbon, Portugal, 15-19 June 2020.
In:
Information Processing and Management of Uncertainty in Knowledge-Based Systems.
Vol. 1238.
Vol. 1238.
Cham: Springer. pp. 269-280
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Sagstetter, Thomas
(2019):
Digitaler Strukturwandel und Privatrecht – Neue Regeln für Big Data & Co.?
In: Husemann, Tim; Korves, Robert; Rosenkranz, Frank; Schmitt, Laura; Arnold, Litó; Beke-Martos, Judit; Dördelmann, Philipp; Häsemeyer, Skrollan; Kämper, Ludger; Musinsky, Daniel; Tadus, Daria; Tophof, Alexander and Antje, Weirauch (eds.) :
Strukturwandel und Privatrecht. Jahrbuch Junge Zivilrechtswissenschaft, Baden-Baden: Nomos Verlag. pp. 1-28
[PDF, 426kB]
Sale, Yusuf; Caprio, Michele and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(August 2023):
Is the volume of a credal set a good measure for epistemic uncertainty?
Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, PA, USA, 1-3 August, 2023.
In: Evans, Robin J. and Shpitser, Ilya (eds.) :
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence.
Vol. 216.
PMLR. pp. 1795-1804
Schede, Elias; Brandt, Jasmin; Tornede, Alexander
ORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel
ORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor
ORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Tierney, Kevin
(19. August 2023):
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract).
Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, 19-25 August 2023.
In:
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence.
pp. 6964-6968
Schick, Timo and Schütze, Hinrich
(April 2021):
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference.
16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 19-23, 2021.
In: Merlo, Paola; Tiedemann, Jörg and Tsarfaty, Reut (eds.) :
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.
Stroudsburg, PA: Association for Computational Linguistics. pp. 255-269
[PDF, 493kB]
Schick, Timo and Schütze, Hinrich
(November 2021):
Few-Shot Text Generation with Natural Language Instructions.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7–11, 2021.
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia and Yih, Scott Wen-tau (eds.) :
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg, PA: Association for Computational Linguistics. pp. 390-402
[PDF, 504kB]
Schick, Timo and Schütze, Hinrich
(November 2021):
Generating Datasets with Pretrained Language Models.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021.
In: Moens, Marie-Francine; Specia, Lucia; Huang, Xuanjing and Yih, Scott Wen-tau (eds.) :
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg, PA: Association for Computational Linguistics. pp. 6943-6951
[PDF, 431kB]
Schick, Timo and Schütze, Hinrich
(June 2021):
It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, June 2021.
In: Toutanova, Kristina (ed.) :
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Stroudsburg, PA: Association for Computational Linguistics. pp. 2339-2352
[PDF, 475kB]
Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora and Mayr, Andreas
(2013):
Boosted Beta regression.
In: PLOS ONE
8(4), e61623
[PDF, 1MB]
Schneider, Stefanie
ORCID: https://orcid.org/0000-0003-4915-6949; Springstein, Matthias; Rahnama, Javad; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108; Ewerth, Ralph
ORCID: https://orcid.org/0000-0003-0918-6297 and Kohle, Hubertus
ORCID: https://orcid.org/0000-0003-3162-1304
(2021):
The Dissimilar in the Similar. An Attribute-guided Approach to the Subject-specific Classification of Art-historical Objects.
INFORMATIK 2020 - Back to the Future, Virtual, 28 September - 2 October 2020.
In: Reussner, Ralf H.; Koziolek, Anne and Heinrich, Robert (eds.) :
INFORMATIK 2020.
Bonn: Gesellschaft für Informatik.
Seemann, Nina; Merten, Marie-Luis; Geierhos, Michaela; Tophinke, Doris and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(August 2017):
Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German.
Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Vancouver, Canada, August, 2017.
In:
Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature.
Vancouver, Canada: Association for Computational Linguistics. pp. 40-45
Senel, Lutfi Kerem and Schütze, Hinrich
(April 2021):
Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models.
16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 19-23, 2021.
In: Merlo, Paola; Tiedemann, Jörg and Tsarfaty, Reut (eds.) :
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.
Stroudsburg, PA: Association for Computational Linguistics. pp. 532-538
[PDF, 239kB]
Senel, Lütfi Kerem; Schick, Timo and Schütze, Hinrich
(May 2022):
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment.
60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 2022.
In: Muresan, Smaranda; Nakov, Preslav and Villavicencio, Aline (eds.) :
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers).
Stroudsburg, PA: Association for Computational Linguistics. pp. 815-824
[PDF, 290kB]
Sharma, Arnab; Melnikov, Vitalik; Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108 and Wehrheim, Heike
(February 2023):
Property-Driven Black-Box Testing of Numeric Functions.
Software Engineering 2023, Paderborn, Germany, 20-24 February 2023.
In: Engels, Gregor; Hebig, Regina and Tichy, Matthias (eds.) :
Bonn: Gesellschaft für Informatik e.V.. pp. 111-112
[PDF, 213kB]
Steinborn, Victor; Dufter, Philipp; Jabbar, Haris and Schütze, Hinrich
(July 2022):
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models.
NAACL 2022, Seattle, United States, July 2022.
In: Carpuat, Marine; de Marneffe, Marie-Catherine and Meza Ruiz, Ivan Vladimir (eds.) :
Findings of the Association for Computational Linguistics: NAACL 2022 - Findings : July 10-15, 2022 : NAACL 2022.
Stroudsburg, PA: Association for Computational Linguistics (ACL). pp. 921-932
[PDF, 2MB]
T
Tornede, Tanja
ORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander
ORCID: https://orcid.org/0000-0002-2415-2186; Fehring, Lukas
ORCID: https://orcid.org/0000-0001-8057-4650; Gehring, Lukas; Graf, Helena
ORCID: https://orcid.org/0000-0001-9447-0609; Hanselle, Jonas
ORCID: https://orcid.org/0000-0002-1231-4985; Mohr, Felix
ORCID: https://orcid.org/0000-0002-9293-2424 and Wever, Marcel
ORCID: https://orcid.org/0000-0001-9782-6818
(20. April 2023):
PyExperimenter: Easily distribute experiments and track results.
In: Journal of Open Source Software, Vol. 8, No. 84: p. 5149
U
W
Weenen, Eva van
ORCID: https://orcid.org/0000-0001-5500-2108; Banholzer, Nicolas
ORCID: https://orcid.org/0000-0003-0138-6120; Föll, Simon
ORCID: https://orcid.org/0000-0002-4364-4282; Zueger, Thomas
ORCID: https://orcid.org/0000-0001-6190-7405; Fontana, Federico Y.
ORCID: https://orcid.org/0000-0002-0679-6869; Skroce, Kristina
ORCID: https://orcid.org/0000-0003-0379-5235; Hayes, Charlotte; Kraus, Mathias
ORCID: https://orcid.org/0000-0002-2021-2743; Feuerriegel, Stefan
ORCID: https://orcid.org/0000-0001-7856-8729; Lehmann, Vera
ORCID: https://orcid.org/0000-0002-6038-809X; Scott, Sam N.
ORCID: https://orcid.org/0000-0003-2342-9865; Wortmann, Felix and Stettler, Christoph
ORCID: https://orcid.org/0000-0003-1691-6059
(September 2023):
Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season.
In: Diabetes, Obesity and Metabolism, Vol. 25, No. 9: pp. 2616-2625
[PDF, 1MB]
Weissweiler, Leonie; Hofmann, Valentin; Sabet, Masoud Jalili and Schütze, Hinrich
(May 2022):
CaMEL: Case Marker Extraction without Labels.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Dublin, Ireland, May 2022.
In: Muresan, Smaranda; Nakov, Preslav and Villavicencio, Aline (eds.) :
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Stroudsburg, PA: Association for Computational Linguistics. pp. 5506-5516
[PDF, 380kB]
Wimmer, Lisa; Sale, Yusuf; Hofman, Paul; Bischl, Bernd
ORCID: https://orcid.org/0000-0001-6002-6980 and Hüllermeier, Eyke
ORCID: https://orcid.org/0000-0002-9944-4108
(2023):
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?
Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, PA, USA, 1-3 August, 2023.
In: Evans, Robin J. and Shpitser, Ilya (eds.) :
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence.
Vol. 216.
PMLR. pp. 2282-2292
Y
Yaghoobzadeh, Yadollah; Kann, Katharina; Hazen, Timothy; Agirre, Eneko and Schütze, Hinrich
(28. July 2019):
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings.
UNSPECIFIED, July 28 - August 2, 2019, Florence, Italy
[PDF, 690kB]
Yaghoobzadeh, Yadollah and Schütze, Hinrich
(October 2018):
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing.
2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31. October - 04. November 2018.
In: Riloff, Ellen; Chiang, David; Hockenmaier, Julia and Tsujii, Jun’ichi (eds.) :
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing,
Stroudsburg PA: Association for Computational Linguistics. pp. 3060-3066
[PDF, 292kB]
Yin, Wenpeng; Yaghoobzadeh, Yadollah and Schütze, Hinrich
(August 2018):
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
The 27th International Conference on Computational Linguistics; COLING2018, Santa Fe, New Mexico, USA, 20. - 26. August 2018.
In: Bender, Emily M.; Derczynski, Leon and Isabelle, Pierre (eds.) :
Proceedings of the 27th International Conference on Computational Linguistics.
Stroudsburg, PA: Association for Computational Linguistics. pp. 2369-2378
[PDF, 424kB]
Z
Zhao, Mengjie; Mi, Fei; Wang, Yasheng; Li, Minglei; Jiang, Xin; Liu, Qun and Schütze, Hinrich
(July 2022):
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework.
NAACL 2022, Seattle, United States, July 2022.
In: Carpuat,, Marine; de Marneffe, Marie-Catherine and Meza Ruiz, Ivan Vladimir (eds.) :
Findings of the Association for Computational Linguistics: NAACL 2022.
Stroudsburg, PA: Association for Computational Linguistics (ACL). pp. 675-692
[PDF, 2MB]
Zhao, Mengjie and Schütze, Hinrich
(November 2021):
Discrete and Soft Prompting for Multilingual Models.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 2021.
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia and Yih, Scott Wen-tau (eds.) :
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Stroudsburg PA: Association for Computational Linguistics.
[PDF, 383kB]
Zhao, Mengjie; Zhu, Yi; Shareghi, Ehsan; Vulic, Ivan; Reichart, Roi; Korhonen, Anna and Schütze, Hinrich
(August 2021):
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021.
In: Zong, Chengqing; Xia, Fei; Li, Wenjie and Navigli, Roberto (eds.) :
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Association for Computational Linguistics. pp. 5751-5767
[PDF, 737kB]
This list was generated on Thu Nov 30 22:55:20 2023 CET.