12 citations · 12 across the 4 of their papers we have counts for
9 papers
Decoupled coordinates for machine learning-based molecular fragment linking
Markus Fleck, Noah Weber, Christopher Trummer
Recent developments in machine-learning based molecular fragment linking have demonstrated the importance of informing the generation process with structural information specifying…
Human Schema Curation via Causal Association Rule Mining
Noah Weber, Anton Belyy, Nils Holzenberger +2
Event schemas are structured knowledge sources defining typical real-world scenarios (e.g., going to an airport). We present a framework for efficient human-in-the-loop constructio…
Generating Narrative Text in a Switching Dynamical System
Noah Weber, Leena Shekhar, Heeyoung Kwon +2
Early work on narrative modeling used explicit plans and goals to generate stories, but the language generation itself was restricted and inflexible. Modern methods use language mo…
Causal Inference of Script Knowledge
Noah Weber, Rachel Rudinger, Benjamin Van Durme
When does a sequence of events define an everyday scenario and how can this knowledge be induced from text? Prior works in inducing such scripts have relied on, in one form or anot…
Hierarchical Quantized Representations for Script Generation
Noah Weber, Leena Shekhar, Niranjan Balasubramanian +1
Scripts define knowledge about how everyday scenarios (such as going to a restaurant) are expected to unfold. One of the challenges to learning scripts is the hierarchical nature o…
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models
Noah Weber, Leena Shekhar, Niranjan Balasubramanian
Seq2Seq based neural architectures have become the go-to architecture to apply to sequence to sequence language tasks. Despite their excellent performance on these tasks, recent wo…