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08/22/2023
Efficient Benchmarking (of Language Models)
The increasing versatility of language models LMs has given rise to a ne...
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05/24/2023
Active Learning for Natural Language Generation
The field of text generation suffers from a severe shortage of labeled d...
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12/20/2022
SimpleStyle: An Adaptable Style Transfer Approach
Attribute-controlled text rewriting, also known as text style-transfer, ...
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10/31/2022
Zero-Shot Text Classification with Self-Training
Recent advances in large pretrained language models have increased atten...
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08/02/2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
Text classification can be useful in many real-world scenarios, saving a...
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03/21/2022
Quality Controlled Paraphrase Generation
Paraphrase generation has been widely used in various downstream tasks. ...
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01/06/2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
In recent years, pretrained language models have revolutionized the NLP ...
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11/25/2019
Financial Event Extraction Using Wikipedia-Based Weak Supervision
Extraction of financial and economic events from text has previously bee...
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11/25/2019
Corpus Wide Argument Mining – a Working Solution
One of the main tasks in argument mining is the retrieval of argumentati...
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08/19/2019