116 citations · 122 across the 2 of their papers we have counts for
2 papers
cs.CL2019★ 6 cited
Unsupervised Abbreviation Disambiguation Contextual disambiguation using word embeddings
Manuel Ciosici, Tobias Sommer, Ira Assent
Abbreviations often have several distinct meanings, often making their use in text ambiguous. Expanding them to their intended meaning in context is important for Machine Reading t…
cs.LG2013★ 116 cited
Risk-sensitive Reinforcement Learning
Yun Shen, Michael J. Tobia, Tobias Sommer +1
We derive a family of risk-sensitive reinforcement learning methods for agents, who face sequential decision-making tasks in uncertain environments. By applying a utility function…