Search Results for author: Phoebe Mulcaire

Found 6 papers, 3 papers with code

Evaluating NLP Models via Contrast Sets

no code implementations1 Oct 2020 Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, A. Zhang, Ben Zhou

Unfortunately, when a dataset has systematic gaps (e. g., annotation artifacts), these evaluations are misleading: a model can learn simple decision rules that perform well on the test set but do not capture a dataset's intended capabilities.

Reading Comprehension Sentiment Analysis

Grounded Compositional Outputs for Adaptive Language Modeling

1 code implementation EMNLP 2020 Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

To our knowledge, the result is the first word-level language model with a size that does not depend on the training vocabulary.

Language Modelling

Polyglot Contextual Representations Improve Crosslingual Transfer

1 code implementation NAACL 2019 Phoebe Mulcaire, Jungo Kasai, Noah A. Smith

We introduce Rosita, a method to produce multilingual contextual word representations by training a single language model on text from multiple languages.

Dependency Parsing Language Modelling +5

Polyglot Semantic Role Labeling

no code implementations ACL 2018 Phoebe Mulcaire, Swabha Swayamdipta, Noah Smith

Previous approaches to multilingual semantic dependency parsing treat languages independently, without exploiting the similarities between semantic structures across languages.

Dependency Parsing Semantic Dependency Parsing +1

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