cross-lingual-transfer

There are 1 repository under cross-lingual-transfer topic.

csebuetnlp / CrossSum
This repository contains the code, data, and models of the paper titled "CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs" published in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), July 9-14, 2023.
cross-lingual-summarization cross-lingual-transfer multilingual-nlp
Language:Python 48
kbatsuren / CogNet
CogNet: a large-scale, high-quality cognate database for 338 languages, 1.07M words, and 8.1 million cognates
cognate multilinguality cross-lingual-simialrity wordnet language-resources low-resource-languages corpus-linguistics bilingual-lexicon-extraction bilingual-lexicon-induction cross-lingual-transfer
41
ilhamfp / indonesian-text-classification-multilingual
Improving Indonesian text classification using multilingual language model
multilingual-language-model text-classification indonesian-language indonesian-text-classification sentiment-analysis hate-speech-detection language-model multilingual zero-shot monolingual cross-lingual-transfer multilingual-language-models indonesian-data english-language
Language:Jupyter Notebook 29
yhy1117 / X-Mixup
Implementation of ICLR 2022 paper "Enhancing Cross-lingual Transfer by Manifold Mixup".
cross-lingual-transfer manifold-mixup nlp
Language:Python 20
BatsResearch / cross-lingual-detox
Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages"
ai-safety mechanistic-interpretability multilingual-nlp nlp cross-lingual-transfer generalization
Language:Jupyter Notebook 14
khuangaf / CONCRETE
Official implementation of "CONCRETE: Improving Cross-lingual Fact Checking with Cross-lingual Retrieval" (COLING'22)
cross-lingual-transfer fact-checking retrieval low-resource-languages multilinguality
Language:Python 14
mobassir94 / Multilingual-NLP-for-Islamic-Theology
Cross Lingual Language models for making search engines for Holy Quran and Sahih Hadiths
ai-for-good cross-lingual-embeddings cross-lingual-transfer data-driven data-science deep-learning multilingual-nlp
Language:Jupyter Notebook 8
negar-foroutan / multiLMs-lang-neutral-subnets
[EMNLP 2022] Discovering Language-neutral Sub-networks in Multilingual Language Models.
lottery-ticket-hypothesis multilingual-language-models multilingual-nlp mbert mt5 cross-lingual-transfer
Language:Python 8
Bhavik-Ardeshna / Question-Answering-for-Low-Resource-Languages
Cascading Adaptors to Leverage English Data to Improve Performance ofQuestion Answering for Low-Resource Languages
transformers bert-model deep-learning research-paper huggingface question-answering nlp task-adapter language-adapter cross-lingual-transfer
Language:Python 6
Jayveersinh-Raj / Cross_lingual_abuse_detection
In this work we applied multilingual zero-shot transfer concept for the task of toxic comments detection. This concept allows a model trained only on a single-language dataset to work in arbitrary language, even low-resource.
cross-lingual-transfer deep-learning machine-learning onnx onnxruntime xlm-r xlm-roberta zero-shot-learning huggingface overleaf pandas python python3 pytorch streamlit tensorrt tensorrt-inference transformers vector-space-model
Language:Jupyter Notebook 3
rxian / domain-alignment
Code for importance-weighted domain alignment, and the paper “Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations”.
domain-adaptation transformers cross-lingual-transfer
Language:Python 3
wbsg-uni-mannheim-students / cross-lingual-product-matching
nlp transformers entity-matching product-matching cross-lingual-transfer
Language:Python 3
anlausch / CLZeroShotTransferLimitations
This repository contains the code for the experiments related to higher-level semantic tasks and related to the meta-learning from: "From Zero to Hero: On the Limitations of Zero Shot Cross-Lingual Transfer"
nlp-machine-learning multilingual zero-shot-learning few-shot-learning cross-lingual-transfer
Language:Python 2
cisnlp / Transliteration-PPA
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
cross-lingual-transfer multilingual script-barrier transliteration
Language:Python 2
nikhil6041 / HopeSpeechDetection
Author's implementation of the paper https://www.aclweb.org/anthology/2021.ltedi-1.30/
beet xlmr indicbert cross-lingual-transfer multilingual
Language:Jupyter Notebook 1
Koharu24 / mBERT_crosslingual_rd
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
cross-lingual-transfer mbert reverse-dictionary untranslatability
Language:Python 0
subhasisj / masters-research-qa
Improving Quality of Multilingual Question Answering and Cross-Lingual Transfer using Multitask Learning, Knowledge Distillation, and Data Augmentation
adaptation adaptive cross-lingual-transfer domain knowledge-distillation pretraining question-answering zero-shot-transfer
Language:Jupyter Notebook 0

cross-lingual-transfer

csebuetnlp / CrossSum

kbatsuren / CogNet

ilhamfp / indonesian-text-classification-multilingual

yhy1117 / X-Mixup

BatsResearch / cross-lingual-detox

khuangaf / CONCRETE

mobassir94 / Multilingual-NLP-for-Islamic-Theology

negar-foroutan / multiLMs-lang-neutral-subnets

Bhavik-Ardeshna / Question-Answering-for-Low-Resource-Languages

Jayveersinh-Raj / Cross_lingual_abuse_detection

rxian / domain-alignment

wbsg-uni-mannheim-students / cross-lingual-product-matching

anlausch / CLZeroShotTransferLimitations

cisnlp / Transliteration-PPA

nikhil6041 / HopeSpeechDetection

Koharu24 / mBERT_crosslingual_rd

subhasisj / masters-research-qa