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Found 8 papers, 5 papers with code
Decoupled coordinates for machine learning-based molecular fragment linking
The presented benefits suggest the application of a complete and decoupled relative coordinate system as a standard good practice in linker design.
Human Schema Curation via Causal Association Rule Mining
Event schemas are structured knowledge sources defining typical real-world scenarios (e. g., going to an airport).
Generating Narrative Text in a Switching Dynamical System
A SLDS is a dynamical system in which the latent dynamics of the system (i. e. how the state vector transforms over time) is controlled by top-level discrete switching variables.
Causal Inference of Script Knowledge
When does a sequence of events define an everyday scenario and how can this knowledge be induced from text?
Hierarchical Quantized Representations for Script Generation
This permits the decoder to softly decide what portions of the latent hierarchy to condition on by attending over the value embeddings for a given setting.
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models
Seq2Seq based neural architectures have become the go-to architecture to apply to sequence to sequence language tasks.
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks
Attention-based neural abstractive summarization systems equipped with copy mechanisms have shown promising results.
Event Representations with Tensor-based Compositions
Robust and flexible event representations are important to many core areas in language understanding.
