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05/22/2023
Language-Agnostic Bias Detection in Language Models
Pretrained language models (PLMs) are key components in NLP, but they co...
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04/17/2023
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction
Instruction tuning enables language models to generalize more effectivel...
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04/04/2023
Sociocultural knowledge is needed for selection of shots in hate speech detection tasks
We introduce HATELEXICON, a lexicon of slurs and targets of hate speech ...
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11/15/2022
MEAL: Stable and Active Learning for Few-Shot Prompting
Few-shot classification in NLP has recently made great strides due to th...
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10/24/2022
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative
Construction Grammar (CxG) is a paradigm from cognitive linguistics emph...
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10/12/2022
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment
Word alignments are essential for a variety of NLP tasks. Therefore, cho...
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09/10/2021
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
Multi-label text classification is a challenging task because it require...
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10/19/2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification
Relation classification is one of the key topics in information extracti...
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09/05/2020
Vapur: A Search Engine to Find Related Protein-Compound Pairs in COVID-19 Literature
Coronavirus Disease of 2019 (COVID-19) created dire consequences globall...
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02/24/2020