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Found 11 papers, 6 papers with code
Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature
Coronavirus Disease of 2019 (COVID-19) created dire consequences globally and triggered an intense scientific effort from different domains.
Language-Agnostic Bias Detection in Language Models
Pretrained language models (PLMs) are key components in NLP, but they contain strong social biases.
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction
Our models outperform 10x larger language models without instruction tuning on various tasks such as story/recipe generation and long-form question answering.
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 for the countries of Brazil, Germany, India and Kenya, to aid training and interpretability of models.
MEAL: Stable and Active Learning for Few-Shot Prompting
Few-shot classification has made great strides due to foundation models that, through priming and prompting, are highly effective few-shot learners.
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 emphasising the connection between syntax and semantics.
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment
Word alignments are essential for a variety of NLP tasks.
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
Here, we introduce the application of balancing loss functions for multi-label text classification.
Ranked #1 on
Multi-Label Text Classification
on Reuters-21578
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification
Relation classification is one of the key topics in information extraction, which can be used to construct knowledge bases or to provide useful information for question answering.
Vapur: A Search Engine to Find Related Protein-Compound Pairs in COVID-19 Literature
Coronavirus Disease of 2019 (COVID-19) created dire consequences globally and triggered an intense scientific effort from different domains.
Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
In addition, we report the parsing results of a state-of-the-art dependency parser obtained over the BOUN Treebank as well as two other treebanks in Turkish.
Cultural Vocal Bursts Intensity Prediction
Dependency Parsing
