Publications - The Year Before Last

2022

  1. Conference paper
    D5
    “Utilizing Language Model Probes for Knowledge Graph Repair,” in Wiki Workshop 2022, Virtual Event, 2022.
  2. Conference paper
    D5
    “UnCommonSense: Informative Negative Knowledge about Everyday Concepts,” in CIKM ’22, 31st ACM International Conference on Information and Knowledge Management, Atlanta GA USA, 2022.
  3. Paper
    D5
    “UnCommonSense: Informative Negative Knowledge about Everyday Concepts,” 2022. [Online]. Available: https://arxiv.org/abs/2208.09292.
  4. Conference paper
    D5
    “CSK-Detector: Commonsense in Object Detection,” in IEEE International Conference on Big Data, Osaka, Japan, 2022.
  5. Conference paper
    D5
    “Conversational Question Answering on Heterogeneous Sources,” in SIGIR ’22, 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 2022.
  6. Conference paper
    D5
    “Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases,” in WSDM ’22, Fifteenth ACM International Conference on Web Search and Data Mining, Tempe, AZ, USA (Virutal Event), 2022.
  7. Conference paper
    D5
    “Question Entity and Relation Linking to Knowledge Bases via CLOCQ,” in Joint Proceedings of SemREC 2022 and SMART 2022 co-located with 21st International Semantic Web Conference (ISWC 2022), Hybrid Event, Hanghzou, China, 2022.
  8. Paper
    D5
    “Conversational Question Answering on Heterogeneous Sources,” 2022. [Online]. Available: https://arxiv.org/abs/2204.11677.
  9. Thesis
    D5IMPR-CS
    “Knowledge Extraction from Fictional Texts,” Universität des Saarlandes, Saarbrücken, 2022.
  10. Article
    D5
    “Management of Implicit Requirements Data in Large SRS Documents: Taxonomy and Techniques,” Sigmod Record, vol. 51, no. 2, 2022.
  11. Thesis
    D5IMPR-CS
    “More than the sum of its parts,” Universität des Saarlandes, Saarbrücken, 2022.
  12. Conference paper
    D5
    “Answering Count Queries with Explanatory Evidence,” in SIGIR ’22, 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 2022.
  13. Paper
    D5
    “Answering Count Questions with Structured Answers from Text,” 2022. .
  14. Thesis
    D5IMPR-CS
    “Data Science Methods for the Analysis of Controversial Social Media Discussions,” Universität des Saarlandes, Saarbrücken, 2022.
  15. Conference paper
    D5
    “Label-Descriptive Patterns and Their Application to Characterizing Classification Errors,” in Proceedings of the 39th International Conference on Machine Learning (ICML 2022), Baltimore, MA, USA, 2022.
  16. Conference paper
    D5
    “Enhancing Knowledge Bases with Quantity Facts,” in WWW ’22, ACM Web Conference, Virtual Event, Lyon, France, 2022.
  17. Thesis
    D5IMPR-CS
    “Entities with Quantities: Extraction, Search and Ranking,” Universität des Saarlandes, Saarbrücken, 2022.
  18. Proceedings
    D5
    Eds., Wikidata Workshop 2022. CEUR-WS, 2022.
  19. Article
    D5
    “Responsible Model Deployment via Model-agnostic Uncertainty Learning,” Machine Learning, vol. 112, 2022.
  20. Conference paper
    D5
    “Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning,” in 21st IEEE International Conference on Data Mining (ICDM 2021), Auckland, New Zealand (Virtual Conference), 2022.
  21. Thesis
    D5IMPR-CS
    “Operationalizing Fairness for Responsible Machine Learning,” Universität des Saarlandes, Saarbrücken, 2022.
  22. Book
    D5
    Pretrained Transformers for Text Ranking : BERT and Beyond. Cham: Springer International Publishin, 2022.
  23. Conference paper
    D5
    “Estimating Mutual Information via Geodesic kNN,” in Proceedings of the SIAM International Conference on Data Mining (SDM 2022), Alexandria, VA, USA, 2022.
  24. Paper
    D5
    “Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires,” 2022. [Online]. Available: https://arxiv.org/abs/2204.10432.
  25. Conference paper
    D5
    “Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires,” in The 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), Dublin, Ireland, 2022.
  26. Paper
    D5
    “Extracting Cultural Commonsense Knowledge at Scale,” 2022. [Online]. Available: https://arxiv.org/abs/2210.07763.
  27. Conference paper
    D5
    “Materialized Knowledge Bases from Commonsense Transformers,” in Proceedings of the First Workshop on Commonsense Representation and Reasoning (CSRR 2022), Dublin, Ireland, 2022.
  28. Conference paper
    D5
    “Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking,” in Advances in Information Retrieval (ECIR 2022), Stavanger, Norway, 2022.
  29. Article
    D5
    “Commonsense Based Text Mining on Urban Policy,” Language Resources and Evaluation, 2022.
  30. Paper
    D5
    “Do Children Texts Hold The Key To Commonsense Knowledge?,” 2022. [Online]. Available: https://arxiv.org/abs/2210.04530.
  31. Conference paper
    D5
    “Do Children Texts Hold The Key To Commonsense Knowledge?,” in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), Abu Dhabi, United Arab Emirates, 2022.
  32. Proceedings
    D5
    Eds., Knowledge Base Construction from Pre-trained Language Models 2022. CEUR-WS, 2022.
  33. Article
    D5
    “Predicting Document Coverage for Relation Extraction,” Transactions of the Association of Computational Linguistics, vol. 10, 2022.
  34. Thesis
    D5IMPR-CS
    “Extracting Personal Information from Conversations,” Universität des Saarlandes, Saarbrücken, 2022.
  35. Conference paper
    D5
    “Dense Retrieval with Entity Views,” in CIKM ’22, 31st ACM International Conference on Information and Knowledge Management, Atlanta GA USA, 2022.
  36. Article
    D5
    “Computational Estimation by Scientific Data Mining with Classical Methods to Automate Learning Strategies of Scientists,” ACM Transactions on Knowledge Discovery from Data, vol. 16, no. 5, 2022.
  37. Article
    D5
    “Prediction Tool on Fine Particle Pollutants and Air Quality for Environmental Engineering,” SN Computer Science, vol. 3, no. 3, 2022.
  38. Thesis
    D5
    “Coreference Resolution for Extracting Quantity-Facts from Multiple Sentences,” Universität des Saarlandes, Saarbrücken, 2022.