Deployed model which can summarize Lithuanian language text by leveraging Artificial Neural Networks, Transformers, mBERT.
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Updated
May 11, 2021 - Python
Deployed model which can summarize Lithuanian language text by leveraging Artificial Neural Networks, Transformers, mBERT.
By using the hypothesis of historical linguistics, we found a way to improve the performance of multilingual transformers with limited amount of data
This is a project proposal to implement Yan et al.'s (2020) mBERT-Unaligned for cross-lingual RDs with Japanese, German and Italian untranslatable terms
Align Parallel Sentence of 104 Languages with the help of mBERT and LaBSE
GPT 3.5 FineTuning
mBERT and XLM-R for encodeing of Scandinavian languages
Slovenian Definition Extraction
ICEBERT: Interlingual-Clusters Enhanced BERT. A BERT-like model trained on clusters of monolingual subwords.
HASOC2021: Subtask 2 a) Codemix Challenge; Contains baselines and hierarchical approach that extracts the relevant context useful for classification of hostile tweets on English-Hindi code-mix data obtained from twitter.
Collection of scripts used to create SRL datasets for Galician and Spanish using a verbal indexing method, as well as fine-tuned BERT and XLM-R models for SRL on each language
Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA
This is a project proposal to implement Yan et al.'s (2020) mBERT-Unaligned for cross-lingual RDs with Japanese, German and Italian untranslatable terms
Fine tuned BERT, mBERT and XLMRoBERTa for Abusive Comments Detection in Telugu, Code-Mixed Telugu and Telugu-English.
Multilingual hate speech detection for German, Italian and Spanish Social Media Posts #machine learning #classifier
Bengali Misogyny Identification with Deep Learning and LIME.
[EMNLP 2022] Discovering Language-neutral Sub-networks in Multilingual Language Models.
Official Repository for the paper titled "Meta-Learning for Effective Multi-task and Multilingual Modelling" accepted at EACL 2021
An observatory of anglicism usage in the Spanish press
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