Publications

Universal Decompositional Semantic Parsing

We introduce a transductive model for parsing into Universal Decompositional Semantics (UDS) representations, which jointly learns to …
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme
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The Universal Decompositional Semantics Dataset and Decomp Toolkit

We present the Universal Decompositional Semantics (UDS) dataset (v1. 0), which is bundled with the Decomp toolkit (v0. 1). UDS1. 0 …
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
PDF Code Dataset Project

A Discriminative Neural Model for Cross-Lingual Word Alignment

We introduce a novel discriminative word alignment model, which we integrate into a Transformer-based machine translation model. In …
Elias Stengel-Eskin, Tzu-Ray Su, Matt Post, Benjamin Van Durme
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Polyglot and Speech Corpus Tools: A System for Representing, Integrating, and Querying Speech Corpora.

Speech datasets from many languages, styles, and sources exist in the world, representing significant potential for scientific studies …
Michael McAuliffe, Elias Stengel-Eskin, Michaela Socolof, Morgan Sonderegger
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