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Found 5 papers, 5 papers with code
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
Many NLP pipelines split text into sentences as one of the crucial preprocessing steps.
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models
We first address the data gap by introducing a dataset of 255k compound and non-compound words across 56 diverse languages obtained from Wiktionary.
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response
Timely and effective response to humanitarian crises requires quick and accurate analysis of large amounts of text data - a process that can highly benefit from expert-assisted NLP systems trained on validated and annotated data in the humanitarian response domain.
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models
Our method makes training large language models for new languages more accessible and less damaging to the environment.
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
For small Natural Language Inference (NLI) datasets, language modelling is typically followed by pretraining on a large (labelled) NLI dataset before fine-tuning with each NLI subtask.
