Search Results for author: Adam Teichert

Found 3 papers, 1 papers with code

Learned Prioritization for Trading Off Accuracy and Speed

no code implementations NeurIPS 2012 Jiarong Jiang, Adam Teichert, Jason Eisner, Hal Daume

Users want natural language processing (NLP) systems to be both fast and accurate, but quality often comes at the cost of speed.

Imitation Learning

Neural-Davidsonian Semantic Proto-role Labeling

1 code implementation EMNLP 2018 Rachel Rudinger, Adam Teichert, Ryan Culkin, Sheng Zhang, Benjamin Van Durme

We present a model for semantic proto-role labeling (SPRL) using an adapted bidirectional LSTM encoding strategy that we call "Neural-Davidsonian": predicate-argument structure is represented as pairs of hidden states corresponding to predicate and argument head tokens of the input sequence.

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