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10/23/2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation
We introduce EUREKA, an ensemble-based approach for performing automatic...
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09/22/2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data
Existing text classification methods mainly focus on a fixed label set, ...
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06/16/2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets
Machine learning approaches applied to NLP are often evaluated by summar...
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02/02/2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
We introduce GEM, a living benchmark for natural language Generation (NL...
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12/30/2019
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog
The task of identifying out-of-domain (OOD) input examples directly at t...
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08/31/2019
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas
Stylistic variation in text needs to be studied with different aspects i...
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07/27/2017
Detecting and Explaining Causes From Text For a Time Series Event
Explaining underlying causes or effects about events is a challenging bu...
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07/04/2017
CharManteau: Character Embedding Models For Portmanteau Creation
Portmanteaus are a word formation phenomenon where two words are combine...
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07/04/2017