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40 | 40 | type: "inproceedings" |
41 | 41 | url: "https://doi.org/10.1007/978-3-032-21324-2_21" |
42 | 42 | dblp: "https://dblp.org/db/conf/ecir/ecir2026-3.html#ChopraSS26" |
| 43 | +- key: "manual/latentthinking/bashir2026" |
| 44 | + title: "Is continuous CoT better suited for multilingual reasoning?" |
| 45 | + authors: |
| 46 | + - "Ali Hamza Bashir" |
| 47 | + - "Behzad Shomali" |
| 48 | + - "Markus Frey" |
| 49 | + - "Mehdi Ali" |
| 50 | + - "Rafet Sifa" |
| 51 | + - "David Berghaus" |
| 52 | + year: 2026 |
| 53 | + venue: "ICLR Workshops" |
| 54 | + type: "inproceedings" |
| 55 | + url: "https://openreview.net/forum?id=G8u9vi3ZHc" |
| 56 | + dblp: "" |
| 57 | + manual: true |
| 58 | +- key: "manual/midl/moustafa2026" |
| 59 | + title: "Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation" |
| 60 | + authors: |
| 61 | + - "Wesam Moustafa" |
| 62 | + - "Hossam Elsafty" |
| 63 | + - "Helen Schneider" |
| 64 | + - "Lorenz Sparrenberg" |
| 65 | + - "Rafet Sifa" |
| 66 | + year: 2026 |
| 67 | + venue: "MIDL" |
| 68 | + type: "inproceedings" |
| 69 | + url: "https://proceedings.mlr.press/v315/moustafa26a.html" |
| 70 | + dblp: "" |
| 71 | + manual: true |
43 | 72 | - key: "journals/corr/abs-2601-14160" |
44 | 73 | title: "Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German Law" |
45 | 74 | authors: |
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71 | 100 | type: "preprint" |
72 | 101 | url: "https://arxiv.org/abs/2601.14039" |
73 | 102 | dblp: "https://dblp.org/db/journals/corr/corr2601.html#abs-2601-14039" |
| 103 | + superseded: true |
74 | 104 | - key: "journals/corr/abs-2607-04811" |
75 | 105 | title: "Hybrid Deep Learning for Traceability and Classification of Industrial Slate Tiles" |
76 | 106 | authors: |
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100 | 130 | type: "preprint" |
101 | 131 | url: "https://arxiv.org/abs/2603.08177" |
102 | 132 | dblp: "https://dblp.org/db/journals/corr/corr2603.html#abs-2603-08177" |
| 133 | + superseded: true |
103 | 134 | - key: "journals/corr/abs-2605-19133" |
104 | 135 | title: "Knowing When Not to Predict: Self Supervised Learning and Abstention for Safer DR Screening" |
105 | 136 | authors: |
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546 | 577 | type: "article" |
547 | 578 | url: "https://doi.org/10.1007/s10579-025-09862-z" |
548 | 579 | dblp: "https://dblp.org/db/journals/lre/lre59.html#PielkaHDUCSSBDTZCTS25" |
| 580 | +- key: "manual/plosone/gunder2025" |
| 581 | + title: "SugarViT - Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet" |
| 582 | + authors: |
| 583 | + - "Maurice Günder" |
| 584 | + - "Facundo Ramón Ispizua Yamati" |
| 585 | + - "Abel Andree Barreto Alcántara" |
| 586 | + - "Anne-Katrin Mahlein" |
| 587 | + - "Rafet Sifa" |
| 588 | + - "Christian Bauckhage" |
| 589 | + year: 2025 |
| 590 | + venue: "PLOS ONE" |
| 591 | + type: "article" |
| 592 | + url: "https://doi.org/10.1371/journal.pone.0318097" |
| 593 | + dblp: "" |
| 594 | + manual: true |
549 | 595 | - key: "journals/corr/abs-2512-23090" |
550 | 596 | title: "Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not Patients" |
551 | 597 | authors: |
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599 | 645 | type: "inproceedings" |
600 | 646 | url: "https://doi.org/10.1007/978-3-031-70359-1_23" |
601 | 647 | dblp: "https://dblp.org/db/conf/pkdd/pkdd2024-4.html#HillebrandPBS24" |
| 648 | +- key: "manual/iconip/schneider2024" |
| 649 | + title: "Informed Deep Abstaining Classifier: Investigating Noise-Robust Training for Diagnostic Decision Support Systems" |
| 650 | + authors: |
| 651 | + - "Helen Schneider" |
| 652 | + - "Sebastian Nowak" |
| 653 | + - "Aditya Parikh" |
| 654 | + - "Yannik C. Layer" |
| 655 | + - "Maike Theis" |
| 656 | + - "Wolfgang Block" |
| 657 | + - "Alois M. Sprinkart" |
| 658 | + - "Ulrike I. Attenberger" |
| 659 | + - "Rafet Sifa" |
| 660 | + year: 2024 |
| 661 | + venue: "ICONIP" |
| 662 | + type: "inproceedings" |
| 663 | + url: "https://doi.org/10.1007/978-981-96-6960-8_28" |
| 664 | + dblp: "" |
| 665 | + manual: true |
602 | 666 | - key: "conf/bigdataconf/PielkaSTS24" |
603 | 667 | title: "[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI" |
604 | 668 | authors: |
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827 | 891 | type: "inproceedings" |
828 | 892 | url: "https://doi.org/10.1109/BigData62323.2024.10825404" |
829 | 893 | dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#BergerLGFBHESBS24" |
| 894 | +- key: "manual/neusymbridge/dong2024" |
| 895 | + title: "Word Sense Disambiguation as a Game of Neurosymbolic Darts" |
| 896 | + authors: |
| 897 | + - "Tiansi Dong" |
| 898 | + - "Rafet Sifa" |
| 899 | + year: 2024 |
| 900 | + venue: "LREC-COLING Workshops" |
| 901 | + type: "inproceedings" |
| 902 | + url: "https://aclanthology.org/2024.neusymbridge-1.3/" |
| 903 | + dblp: "" |
| 904 | + manual: true |
830 | 905 | - key: "conf/naacl/AliFTRLLKEDBJWJAJSOWSKF24" |
831 | 906 | title: "Tokenizer Choice For LLM Training: Negligible or Crucial?" |
832 | 907 | authors: |
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873 | 948 | type: "preprint" |
874 | 949 | url: "https://arxiv.org/abs/2410.21014" |
875 | 950 | dblp: "https://dblp.org/db/journals/corr/corr2410.html#abs-2410-21014" |
| 951 | + superseded: true |
876 | 952 | - key: "conf/doceng/HillebrandBDKKK23" |
877 | 953 | title: "Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models" |
878 | 954 | authors: |
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1170 | 1246 | type: "preprint" |
1171 | 1247 | url: "https://arxiv.org/abs/2311.03076" |
1172 | 1248 | dblp: "https://dblp.org/db/journals/corr/corr2311.html#abs-2311-03076" |
| 1249 | + superseded: true |
1173 | 1250 | - key: "journals/corr/abs-2307-16663" |
1174 | 1251 | title: "Word Sense Disambiguation as a Game of Neurosymbolic Darts" |
1175 | 1252 | authors: |
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1180 | 1257 | type: "preprint" |
1181 | 1258 | url: "https://arxiv.org/abs/2307.16663" |
1182 | 1259 | dblp: "https://dblp.org/db/journals/corr/corr2307.html#abs-2307-16663" |
| 1260 | + superseded: true |
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