Marcus Rohrbach
3 papers in the PaperMetrix corpus
Papers by this author
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Efficient Lifelong Learning with A-GEM
2018 · arXiv (Cornell University)
In lifelong learning, the learner is presented with a sequence of tasks, incrementally building a data-driven prior which may be leveraged to speed up learning of a new task. In this work, we investigate the …
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Predicting Implicit Arguments in Procedural Video Instructions
2025 · arXiv (Cornell University)
Procedural texts help AI enhance reasoning about context and action sequences. Transforming these into Semantic Role Labeling (SRL) improves understanding of individual steps by identifying predicate-argument structure like {verb,what,where/with}. Procedural instructions are highly elliptic, for …
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Learning to Compose Neural Networks for Question Answering
2016
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2016.