16 citations · 39 across the 6 of their papers we have counts for
5 papers · 1 filter
Universal Decompositional Semantic Parsing
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang +1
We introduce a transductive model for parsing into Universal Decompositional Semantics (UDS) representations, which jointly learns to map natural language utterances into UDS graph…
The Universal Decompositional Semantics Dataset and Decomp Toolkit
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha +9
We present the Universal Decompositional Semantics (UDS) dataset (v1.0), which is bundled with the Decomp toolkit (v0.1). UDS1.0 unifies five high-quality, decompositional semantic…
A Framework for Decoding Event-Related Potentials from Text
Shaorong Yan, Aaron Steven White
We propose a novel framework for modeling event-related potentials (ERPs) collected during reading that couples pre-trained convolutional decoders with a language model. Using this…
Fine-Grained Temporal Relation Extraction
Siddharth Vashishtha, Benjamin Van Durme, Aaron Steven White
We present a novel semantic framework for modeling temporal relations and event durations that maps pairs of events to real-valued scales. We use this framework to construct the la…
Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements
Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White
We present a novel semantic framework for modeling linguistic expressions of generalization---generic, habitual, and episodic statements---as combinations of simple, real-valued re…