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Zero-Shot Cross-Lingual Transfer

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평가표: 2
보존된 평가 기록: 27

코드

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

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

공식 코드

Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU

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

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CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding

https://github.com/kaushal0494/meta_xnlg

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Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation

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

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

https://github.com/kgnlp/allophant

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Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes

https://github.com/kolk/low-resource-tableqa-indic-languages

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Table Question Answering for Low-resourced Indic Languages

https://github.com/mainlp/wikidir

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Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages

https://github.com/makeshn/lobef_byte_nmt

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Local Byte Fusion for Neural Machine Translation

https://github.com/marvl-challenge/marvl-code

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Visually Grounded Reasoning across Languages and Cultures

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/microsoft/unilm

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XLM-E: Cross-lingual Language Model Pre-training via ELECTRA

https://github.com/mojave-pku/uniprompt

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Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt

https://github.com/ningyuxu/cl-syntactic-difference-mbert

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Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?

https://github.com/nlpaueb/multi-eurlex

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MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer

https://github.com/nooralahzadeh/clg-vqa

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Improving the Cross-Lingual Generalisation in Visual Question Answering

https://github.com/oskarholmstrom/lang-adapters-impact

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The Impact of Language Adapters in Cross-Lingual Transfer for NLU

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/pluslabnlp/clap

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Contextual Label Projection for Cross-Lingual Structured Prediction

https://github.com/pluslabnlp/x-gear

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Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction

https://github.com/princeton-nlp/align-mlm

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ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training

https://github.com/rlitschk/EncoderCLIR

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On Cross-Lingual Retrieval with Multilingual Text Encoders

https://github.com/saltychtao/prealign

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PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment

https://github.com/shijie-wu/crosslingual-nlp

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Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT

https://github.com/tian14267/ls_mbert

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Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer

https://github.com/tomsherborne/tram_optimizer

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TRAM: Bridging Trust Regions and Sharpness Aware Minimization

https://github.com/uclanlp/robust-xlt

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Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training

https://github.com/uds-lsv/aadam

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AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness

https://github.com/uds-lsv/afro-maft

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Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning

https://github.com/vaidehi99/obpe

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Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages

https://github.com/villacu/ic_xlt

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Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations

https://github.com/wulinjuan/ssdm_mrc

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Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension

https://github.com/xenonmolecule/multisim

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Revisiting non-English Text Simplification: A Unified Multilingual Benchmark

https://github.com/zeinsh/Legal-Docs-Large-MLTC

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Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models

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