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01/25/2023
Weakly Supervised Headline Dependency Parsing
English news headlines form a register with unique syntactic properties ...
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05/23/2022
What Makes Data-to-Text Generation Hard for Pretrained Language Models?
Expressing natural language descriptions of structured facts or relation...
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09/15/2021
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph
Nickel and Kiela (2017) present a new method for embedding tree nodes in...
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09/15/2021
Cross-Register Projection for Headline Part of Speech Tagging
Part of speech (POS) tagging is a familiar NLP task. State of the art ta...
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04/28/2021
Diversity-Aware Batch Active Learning for Dependency Parsing
While the predictive performance of modern statistical dependency parser...
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12/30/2020
kōan: A Corrected CBOW Implementation
It is a common belief in the NLP community that continuous bag-of-words ...
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12/02/2018
Learning Representations of Social Media Users
User representations are routinely used in recommendation systems by pla...
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12/10/2017
Multi-Task Learning for Mental Health using Social Media Text
We introduce initial groundwork for estimating suicide risk and mental h...
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02/08/2017