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XLM-R

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/hltcoe/colbert-x

공식 코드

Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models

https://github.com/huawei-noah/noah-research

공식 코드

XeroAlign: Zero-Shot Cross-lingual Transformer Alignment

https://github.com/huawei-noah/noah-research/tree/master/xero_align

공식 코드

XeroAlign: Zero-Shot Cross-lingual Transformer Alignment

https://github.com/huhailinguist/ChineseNLIProbing

공식 코드

Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference

https://github.com/iakovosevdaimon/greekbart

공식 코드

GreekBART: The First Pretrained Greek Sequence-to-Sequence Model

https://github.com/iakovosevdaimon/greeksum

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GreekBART: The First Pretrained Greek Sequence-to-Sequence Model

https://github.com/ir-nlp-csui/indonli

공식 코드

IndoNLI: A Natural Language Inference Dataset for Indonesian

https://github.com/jitinkrishnan/transliteration-hindi-malayalam

공식 코드

Cross-Lingual Text Classification of Transliterated Hindi and Malayalam

https://github.com/jmichaelov/collateral-facilitation

공식 코드

Collateral facilitation in humans and language models

https://github.com/joelniklaus/lextreme

공식 코드

LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain

https://github.com/k-randl/conformal_prompting

공식 코드

CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification

https://github.com/kathyhaem/combining-static-contextual

공식 코드

Combining Static and Contextualised Multilingual Embeddings

https://github.com/kb-ding/ear

공식 코드

A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning

https://github.com/konstantinjdobler/focus

공식 코드

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models

https://github.com/leduckhai/multimed

공식 코드

Medical Spoken Named Entity Recognition

https://github.com/luka-group/prix-lm

공식 코드

Prix-LM: Pretraining for Multilingual Knowledge Base Construction

https://github.com/mainlp/escoxlmr

공식 코드

ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

https://github.com/manestay/ecxtra

공식 코드

Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation

https://github.com/mbzuai-nlp/x-claim

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Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media

https://github.com/meryemmhamdi1/meta_cross_nlu_qa

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X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering

https://github.com/michaelzhouwang/vlue

공식 코드

VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models

https://github.com/microsoft/DeBERTa

공식 코드

DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

https://github.com/ngwlh-gl/kbioxlm

공식 코드

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model

https://github.com/nlpaueb/greek-bert

공식 코드

GREEK-BERT: The Greeks visiting Sesame Street

https://github.com/ofirarviv/ud-based-word-reordering

공식 코드

Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering

https://github.com/omar-sharif03/NAACL-SRW-2021

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Emotion Classification in a Resource Constrained Language Using Transformer-based Approach

https://github.com/pefimov/cross-lingual-adjustment

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The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer

https://github.com/phusroyal/vihos

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ViHOS: Hate Speech Spans Detection for Vietnamese

https://github.com/posos-tech/multilingual-alignment-and-transfer

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Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers

https://github.com/psunlpgroup/xsemplr

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XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations

https://github.com/qcri/multilingual-latent-concepts

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Exploring Alignment in Shared Cross-lingual Spaces

https://github.com/rizquuula/QASiNa

공식 코드

QASiNa: Religious Domain Question Answering using Sirah Nabawiyah

https://github.com/sagorbrur/bangla-bert

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Emotion Classification in a Resource Constrained Language Using Transformer-based Approach

https://github.com/salesforce/adversarial-polyglots

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Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots

https://github.com/salt-nlp/damp

공식 코드

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue

https://github.com/scsmuhio/MTGCN_Resources

공식 코드

Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language

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