1 code implementation • 5 Aug 2023 • Yueling Li, Sebastian Martschat, Simone Paolo Ponzetto
We present a cross-domain approach for automated measurement and context extraction based on pre-trained language models.
1 code implementation • CONLL 2018 • Sebastian Martschat, Katja Markert
Timeline summarization (TLS) creates an overview of long-running events via dated daily summaries for the most important dates.
2 code implementations • EMNLP 2017 • Yangfeng Ji, Chenhao Tan, Sebastian Martschat, Yejin Choi, Noah A. Smith
Understanding a long document requires tracking how entities are introduced and evolve over time.
no code implementations • EACL 2017 • Sebastian Martschat, Katja Markert
Current evaluation metrics for timeline summarization either ignore the temporal aspect of the task or require strict date matching.
no code implementations • TACL 2015 • Sebastian Martschat, Michael Strube
Machine learning approaches to coreference resolution vary greatly in the modeling of the problem: while early approaches operated on the mention pair level, current research focuses on ranking architectures and antecedent trees.