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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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05/02/2023
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
Applying language models to natural language processing tasks typically ...
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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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03/20/2022
Cluster Tune: Boost Cold Start Performance in Text Classification
In real-world scenarios, a text classification task often begins with a ...
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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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09/01/2019
A Dataset of General-Purpose Rebuttal
In Natural Language Understanding, the task of response generation is us...
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08/22/2019
Argument Invention from First Principles
Competitive debaters often find themselves facing a challenging task -- ...
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08/20/2019