Grammars & Parsing
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Work partially completed while at Microsoft Research.
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli Christopher Wang 1, 2, Adam Y aari 1, 2, Aaditya K Singh
Subjects watched on average 2.6 Hollywood movies, for
Jinyang Li
Text-to-SQL parsing, which aims at converting natural language questions into executable SQLs, has gained increasing attention in recent years.
Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
Specifically, we design language prompts to describe all cases of event appearance for each video.
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang
Many of these algorithms have been successfully used with specific loss functions such as the Hamming loss. Their use has been also extended to multivariate performance measures such as Precision/Recall orF1-score (Joachims,2005),which depend onpredictions onalltraining points.