11 citations · 11 across the 3 of their papers we have counts for
3 papers
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction
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. We construct a multi-source, multi-domain corpus and train…
A Temporally Sensitive Submodularity Framework for Timeline Summarization
Sebastian Martschat, Katja Markert
Timeline summarization (TLS) creates an overview of long-running events via dated daily summaries for the most important dates. TLS differs from standard multi-document summarizati…
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji, Chenhao Tan, Sebastian Martschat +2
Understanding a long document requires tracking how entities are introduced and evolve over time. We present a new type of language model, EntityNLM, that can explicitly model enti…