11 citations · 11 across the 1 of their papers we have counts for
2 papers
cs.CL2018
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…
cs.CL2017★ 11 cited
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…