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# Generated by scripts/fetch_publications.py from DBLP — refreshed weekly.
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# Source: https://dblp.org/pid/122/7972.html (papers from 2023 onwards)
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# Source: sparql.dblp.org, author pid 122/7972 (papers from 2023 onwards)
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#
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# Hand edits: set `manual: true` on an entry to freeze it (never overwritten,
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# and kept even if DBLP drops it). `oa_url:` is preserved on every refresh
@@ -407,7 +407,7 @@
407407
year: 2025
408408
venue: "EMNLP"
409409
type: "inproceedings"
410-
url: "https://doi.org/10.18653/v1/2025.emnlp-main.449"
410+
url: "https://doi.org/10.18653/V1/2025.EMNLP-MAIN.449"
411411
dblp: "https://dblp.org/db/conf/emnlp/emnlp2025.html#AliBLWKRJKWSKMFSFKSFK25"
412412
- key: "conf/icsa/LubberingSCPSS25"
413413
title: "Architectural Proposal for Reproducible, Standardized Deep Learning Research"
@@ -435,7 +435,7 @@
435435
year: 2025
436436
venue: "ICWSM"
437437
type: "inproceedings"
438-
url: "https://doi.org/10.1609/icwsm.v19i1.35944"
438+
url: "https://doi.org/10.1609/ICWSM.V19I1.35944"
439439
dblp: "https://dblp.org/db/conf/icwsm/icwsm2025.html#ElsaftyADPBS25"
440440
- key: "conf/bigdataconf/ElsaftyAS25"
441441
title: "Arabic OCR in the Age of Multimodal Models: A Comprehensive Comparative Evaluation"
@@ -446,7 +446,7 @@
446446
year: 2025
447447
venue: "IEEE Big Data"
448448
type: "inproceedings"
449-
url: "https://doi.org/10.1109/BigData66926.2025.11402448"
449+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11402448"
450450
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#ElsaftyAS25"
451451
- key: "conf/bigdataconf/ChopraSBKTS25"
452452
title: "From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening"
@@ -460,7 +460,7 @@
460460
year: 2025
461461
venue: "IEEE Big Data"
462462
type: "inproceedings"
463-
url: "https://doi.org/10.1109/BigData66926.2025.11402603"
463+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11402603"
464464
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#ChopraSBKTS25"
465465
- key: "conf/bigdataconf/KhannaBCBS25"
466466
title: "History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting"
@@ -473,7 +473,7 @@
473473
year: 2025
474474
venue: "IEEE Big Data"
475475
type: "inproceedings"
476-
url: "https://doi.org/10.1109/BigData66926.2025.11400811"
476+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11400811"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#KhannaBCBS25"
478478
- key: "conf/bigdataconf/ChopraSKS25"
479479
title: "How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation"
@@ -485,7 +485,7 @@
485485
year: 2025
486486
venue: "IEEE Big Data"
487487
type: "inproceedings"
488-
url: "https://doi.org/10.1109/BigData66926.2025.11401605"
488+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11401605"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#ChopraSKS25"
490490
- key: "conf/bigdataconf/DeusserRWMHBS25"
491491
title: "Leveraging Synthetically Generated Data for Real Estate Document Classification"
@@ -500,7 +500,7 @@
500500
year: 2025
501501
venue: "IEEE Big Data"
502502
type: "inproceedings"
503-
url: "https://doi.org/10.1109/BigData66926.2025.11400789"
503+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11400789"
504504
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#DeusserRWMHBS25"
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oa_url: "https://doi.org/10.48565/bonndoc-809"
506506
- key: "conf/bigdataconf/TomarPBS25"
@@ -513,7 +513,7 @@
513513
year: 2025
514514
venue: "IEEE Big Data"
515515
type: "inproceedings"
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url: "https://doi.org/10.1109/BigData66926.2025.11401034"
516+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11401034"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#TomarPBS25"
518518
- key: "conf/bigdataconf/BerghausBHCS25"
519519
title: "Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing"
@@ -526,7 +526,7 @@
526526
year: 2025
527527
venue: "IEEE Big Data"
528528
type: "inproceedings"
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url: "https://doi.org/10.1109/BigData66926.2025.11402581"
529+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11402581"
530530
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#BerghausBHCS25"
531531
- key: "conf/bigdataconf/SchmidtKNS25"
532532
title: "Towards Automated Recipe Reconstruction: Optimization of Dietary Data Collection using Information Retrieval, Large Language Models and Mathematical Optimization"
@@ -538,7 +538,7 @@
538538
year: 2025
539539
venue: "IEEE Big Data"
540540
type: "inproceedings"
541-
url: "https://doi.org/10.1109/BigData66926.2025.11401661"
541+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11401661"
542542
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#SchmidtKNS25"
543543
oa_url: "https://bonndoc.ulb.uni-bonn.de/xmlui/handle/20.500.11811/14070"
544544
- key: "conf/bigdataconf/SparrenbergSDBS25"
@@ -552,7 +552,7 @@
552552
year: 2025
553553
venue: "IEEE Big Data"
554554
type: "inproceedings"
555-
url: "https://doi.org/10.1109/BigData66926.2025.11400739"
555+
url: "https://doi.org/10.1109/BIGDATA66926.2025.11400739"
556556
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2025.html#SparrenbergSDBS25"
557557
oa_url: "https://bonndoc.ulb.uni-bonn.de/xmlui/handle/20.500.11811/13993"
558558
- key: "journals/lre/PielkaHDUCSSBDTZCTS25"
@@ -575,7 +575,7 @@
575575
year: 2025
576576
venue: "Lang. Resour. Evaluation"
577577
type: "article"
578-
url: "https://doi.org/10.1007/s10579-025-09862-z"
578+
url: "https://doi.org/10.1007/S10579-025-09862-Z"
579579
dblp: "https://dblp.org/db/journals/lre/lre59.html#PielkaHDUCSSBDTZCTS25"
580580
- key: "manual/plosone/gunder2025"
581581
title: "SugarViT - Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet"
@@ -673,7 +673,7 @@
673673
year: 2024
674674
venue: "IEEE Big Data"
675675
type: "inproceedings"
676-
url: "https://doi.org/10.1109/BigData62323.2024.10825782"
676+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825782"
677677
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#PielkaSTS24"
678678
oa_url: "https://publica.fraunhofer.de/entities/publication/7c6d4068-f280-4baf-a503-b524db041389"
679679
- key: "conf/bigdataconf/DeusserZSUBPHBS24"
@@ -691,7 +691,7 @@
691691
year: 2024
692692
venue: "IEEE Big Data"
693693
type: "inproceedings"
694-
url: "https://doi.org/10.1109/BigData62323.2024.10825695"
694+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825695"
695695
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#DeusserZSUBPHBS24"
696696
oa_url: "https://publica.fraunhofer.de/entities/publication/06affabf-3083-43a2-948f-ba3a32ecca10"
697697
- key: "conf/bigdataconf/BergerBBGFLHESB24"
@@ -714,7 +714,7 @@
714714
year: 2024
715715
venue: "IEEE Big Data"
716716
type: "inproceedings"
717-
url: "https://doi.org/10.1109/BigData62323.2024.10825567"
717+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825567"
718718
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#BergerBBGFLHESB24"
719719
- key: "conf/bigdataconf/HillebrandBUBWK24"
720720
title: "Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance"
@@ -732,7 +732,7 @@
732732
year: 2024
733733
venue: "IEEE Big Data"
734734
type: "inproceedings"
735-
url: "https://doi.org/10.1109/BigData62323.2024.10825431"
735+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825431"
736736
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#HillebrandBUBWK24"
737737
- key: "conf/bigdataconf/SparrenbergSDKS24"
738738
title: "Correcting Systematic Bias in LLM-Generated Dialogues Using Big Five Personality Traits"
@@ -745,7 +745,7 @@
745745
year: 2024
746746
venue: "IEEE Big Data"
747747
type: "inproceedings"
748-
url: "https://doi.org/10.1109/BigData62323.2024.10825941"
748+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825941"
749749
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#SparrenbergSDKS24"
750750
oa_url: "https://publica.fraunhofer.de/entities/publication/d60b372e-de8d-41e1-ba5a-e29221413a22"
751751
- key: "conf/bigdataconf/BellLBKKWLHBBSB24"
@@ -766,7 +766,7 @@
766766
year: 2024
767767
venue: "IEEE Big Data"
768768
type: "inproceedings"
769-
url: "https://doi.org/10.1109/BigData62323.2024.10825159"
769+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825159"
770770
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#BellLBKKWLHBBSB24"
771771
oa_url: "https://publica.fraunhofer.de/entities/publication/3d120523-0eee-46cc-a1fc-7cf1c7fec28f"
772772
- key: "conf/bigdataconf/DeusserSSABS24"
@@ -781,7 +781,7 @@
781781
year: 2024
782782
venue: "IEEE Big Data"
783783
type: "inproceedings"
784-
url: "https://doi.org/10.1109/BigData62323.2024.10825055"
784+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825055"
785785
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#DeusserSSABS24"
786786
oa_url: "https://publica.fraunhofer.de/entities/publication/76ee8da4-83ae-4bbe-ae97-baf1df1b5f3c"
787787
- key: "conf/bigdataconf/DeusserHBS24"
@@ -794,7 +794,7 @@
794794
year: 2024
795795
venue: "IEEE Big Data"
796796
type: "inproceedings"
797-
url: "https://doi.org/10.1109/BigData62323.2024.10825603"
797+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10825603"
798798
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#DeusserHBS24"
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oa_url: "https://publica.fraunhofer.de/entities/publication/98e28385-8fb5-4125-baed-7bf218b584f3"
800800
- key: "conf/bigdataconf/PielkaS24"
@@ -805,7 +805,7 @@
805805
year: 2024
806806
venue: "IEEE Big Data"
807807
type: "inproceedings"
808-
url: "https://doi.org/10.1109/BigData62323.2024.10825863"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#PielkaS24"
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oa_url: "https://publica.fraunhofer.de/entities/publication/d2acdd4a-41ba-4ffb-8c9e-f50c32d80f17"
811811
- key: "conf/bigdataconf/DeusserZUSHBS24"
@@ -821,7 +821,7 @@
821821
year: 2024
822822
venue: "IEEE Big Data"
823823
type: "inproceedings"
824-
url: "https://doi.org/10.1109/BigData62323.2024.10825458"
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url: "https://doi.org/10.1109/BIGDATA62323.2024.10825458"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#DeusserZUSHBS24"
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oa_url: "https://publica.fraunhofer.de/entities/publication/d7506580-1a9b-499b-abe7-6cd3e2e72614"
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- key: "conf/bigdataconf/GunderBSB24"
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834834
year: 2024
835835
venue: "IEEE Big Data"
836836
type: "inproceedings"
837-
url: "https://doi.org/10.1109/BigData62323.2024.10825259"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#GunderBSB24"
839839
- key: "conf/bigdataconf/BergerBBMAGFHESBLDBLS24"
840840
title: "Optimizing Rare Disease Patient Matching with Large Language Models"
@@ -858,7 +858,7 @@
858858
year: 2024
859859
venue: "IEEE Big Data"
860860
type: "inproceedings"
861-
url: "https://doi.org/10.1109/BigData62323.2024.10910113"
861+
url: "https://doi.org/10.1109/BIGDATA62323.2024.10910113"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#BergerBBMAGFHESBLDBLS24"
863863
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864864
title: "Table Structure Recognition via Encoder/Decoder Vision Transformers"
@@ -870,7 +870,7 @@
870870
year: 2024
871871
venue: "IEEE Big Data"
872872
type: "inproceedings"
873-
url: "https://doi.org/10.1109/BigData62323.2024.10825230"
873+
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874874
dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2024.html#UedelhovenLBS24"
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876876
title: "Tackling Data Sparsity and Combinatorial Challenges in Rare Disease Matching with Medical Informed Machine Learning"
@@ -889,7 +889,7 @@
889889
year: 2024
890890
venue: "IEEE Big Data"
891891
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url: "https://doi.org/10.1109/BigData62323.2024.10825404"
892+
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title: "Word Sense Disambiguation as a Game of Neurosymbolic Darts"
@@ -929,7 +929,7 @@
929929
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930930
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931931
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932-
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dblp: "https://dblp.org/db/conf/naacl/naacl2024f.html#AliFTRLLKEDBJWJAJSOWSKF24"
934934
- key: "journals/corr/abs-2410-21014"
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title: "Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems"
@@ -999,7 +999,7 @@
999999
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10001000
venue: "ESANN"
10011001
type: "inproceedings"
1002-
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10041004
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10051005
title: "sustain.AI: a Recommender System to analyze Sustainability Reports"
@@ -1079,7 +1079,7 @@
10791079
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10801080
venue: "IEEE Big Data"
10811081
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title: "Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules"
@@ -1090,7 +1090,7 @@
10901090
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10911091
venue: "IEEE Big Data"
10921092
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1093-
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10951095
- key: "conf/bigdataconf/SchneiderPBKLTNSAS23"
10961096
title: "Is one label all you need? Single positive multi-label training in medical image analysis"
@@ -1108,7 +1108,7 @@
11081108
year: 2023
11091109
venue: "IEEE Big Data"
11101110
type: "inproceedings"
1111-
url: "https://doi.org/10.1109/BigData59044.2023.10386758"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2023.html#SchneiderPBKLTNSAS23"
11131113
- key: "conf/bigdataconf/KadorSBDS23"
11141114
title: "Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models"
@@ -1121,7 +1121,7 @@
11211121
year: 2023
11221122
venue: "IEEE Big Data"
11231123
type: "inproceedings"
1124-
url: "https://doi.org/10.1109/BigData59044.2023.10386807"
1124+
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2023.html#KadorSBDS23"
11261126
- key: "conf/bigdataconf/BergerHLDOKKKLBS23"
11271127
title: "Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models"
@@ -1140,7 +1140,7 @@
11401140
year: 2023
11411141
venue: "IEEE Big Data"
11421142
type: "inproceedings"
1143-
url: "https://doi.org/10.1109/BigData59044.2023.10386518"
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url: "https://doi.org/10.1109/BIGDATA59044.2023.10386518"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2023.html#BergerHLDOKKKLBS23"
11451145
- key: "conf/bigdataconf/SifaH23"
11461146
title: "Towards Retention Analysis in NFT-based Blockchain Games"
@@ -1150,7 +1150,7 @@
11501150
year: 2023
11511151
venue: "IEEE Big Data"
11521152
type: "inproceedings"
1153-
url: "https://doi.org/10.1109/BigData59044.2023.10386350"
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url: "https://doi.org/10.1109/BIGDATA59044.2023.10386350"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2023.html#SifaH23"
11551155
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11561156
title: "Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models"
@@ -1169,9 +1169,33 @@
11691169
year: 2023
11701170
venue: "IEEE Big Data"
11711171
type: "inproceedings"
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url: "https://doi.org/10.1109/BigData59044.2023.10386673"
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url: "https://doi.org/10.1109/BIGDATA59044.2023.10386673"
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dblp: "https://dblp.org/db/conf/bigdataconf/bigdataconf2023.html#DeusserLHBKHKKLBS23"
11741174
oa_url: "https://publica.fraunhofer.de/entities/publication/fe5b8968-bc81-414a-8aae-07520973ad6a"
1175+
- key: "conf/lwa/StenzelLUUS22"
1176+
title: "Matching Experts to Questions: A Comparison of Recommender Systems"
1177+
authors:
1178+
- "Robin Stenzel"
1179+
- "Max Lübbering"
1180+
- "Bilge Ulusay"
1181+
- "Daniel Uedelhoven"
1182+
- "Rafet Sifa"
1183+
year: 2023
1184+
venue: "LWDA"
1185+
type: "inproceedings"
1186+
url: "https://ceur-ws.org/Vol-3341/KDML-LWDA_2022_CRC_6193.pdf"
1187+
dblp: "https://dblp.org/db/conf/lwa/lwda2022.html#StenzelLUUS22"
1188+
- key: "conf/lwa/PucknatPS22"
1189+
title: "Towards Informed Pre-Training for Critical Error Detection in English-German"
1190+
authors:
1191+
- "Lisa Pucknat"
1192+
- "Maren Pielka"
1193+
- "Rafet Sifa"
1194+
year: 2023
1195+
venue: "LWDA"
1196+
type: "inproceedings"
1197+
url: "https://ceur-ws.org/Vol-3341/KDML-LWDA_2022_CRC_9736.pdf"
1198+
dblp: "https://dblp.org/db/conf/lwa/lwda2022.html#PucknatPS22"
11751199
- key: "conf/nldl/AliDHHMS23"
11761200
title: "Automatic Consistency Checking of Table and Text in Financial Documents"
11771201
authors:

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