Publications

• To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
  Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank
  EMNLP 2024 Findings
  paper

• Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
  Vasiliki Kougia, Anastasiia Sedova, Andreas Stephan, Benjamin Roth
  BioNLP @ACL 2024
  paper

• Exploring prompts to elicit memorization in masked language model-based named entity recognition
  Yuxi Xia, Anastasiia Sedova, Pedro Henrique Luz de Araujo, Vasiliki Kougia, Lisa Nußbaumer, Benjamin Roth
  ArXiv preprint, 2024
  paper

• ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
  Anastasiia Sedova, Benjamin Roth
  EMNLP 2023
  paper abstract .bibtex

• ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion
  Anastasiia Sedova, Benjamin Roth
  ACL 2023
  paper abstract .bibtex

• Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal
  Anastasiia Sedova, Lena Zellinger, Benjamin Roth
  ECML PKDD 2023
  paper abstract .bibtex

• Knodle: Modular Weakly Supervised Learning with PyTorch
  Anastasiia Sedova, Andreas Stephan, Marina Speranskaya, Benjamin Roth
  RepL4NLP @ ACL 2021
  paper abstract .bibtex

• Topic Modelling of Russian Texts based on Lemmata and Lexical Constructions
  Anastasiia Sedova, Olga Mitrofanova
  IMS 2017
  .bibtex

• Topic Modelling in Parallel and Comparable Fiction Texts (the case study of English and Russian prose)
  Olga Mitrofanova, Anastasiia Sedova
  ITCL 2017
  paper abstract .bibtex