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Cross-Lingual Word Embeddings

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코드

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

https://bitbucket.org/nlpitu/xnli

공식 코드

Baselines and test data for cross-lingual inference

https://github.com/EducationalTestingService/CATS

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Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation

https://github.com/MarcoBerlot/Languages_for_Machine_Translation

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Machine Translation with Cross-lingual Word Embeddings

https://github.com/Pzoom522/L1-Refinement

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Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation

https://github.com/RingBDStack/CLKD

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Transferring Knowledge Distillation for Multilingual Social Event Detection

https://github.com/akkikiki/modularity_metric

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A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity

https://github.com/antonisa/embeddings

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Should All Cross-Lingual Embeddings Speak English?

https://github.com/artetxem/vecmap

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A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

https://github.com/cambridgeltl/BLICEr

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Improving Bilingual Lexicon Induction with Cross-Encoder Reranking

https://github.com/cambridgeltl/contrastivebli

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Improving Word Translation via Two-Stage Contrastive Learning

https://github.com/cambridgeltl/prompt4bli

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On Bilingual Lexicon Induction with Large Language Models

https://github.com/cambridgeltl/sail-bli

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Self-Augmented In-Context Learning for Unsupervised Word Translation

https://github.com/coastalcph/MUSE_dicos

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Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction

https://github.com/codogogo/xling-eval

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How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

https://github.com/dipteshkanojia/challengeCognateFF

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Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages

https://github.com/elmurod1202/crosLingWordEmbTurk

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Cross-Lingual Word Embeddings for Turkic Languages

https://github.com/epfml/Bi-Sent2Vec

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Robust Cross-lingual Embeddings from Parallel Sentences

https://github.com/facebookresearch/MUSE

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Word Translation Without Parallel Data

https://github.com/forest-snow/clime-ui

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Interactive Refinement of Cross-Lingual Word Embeddings

https://github.com/mainlp/codeswitchclir

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Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data

https://github.com/mengf1/trpos

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Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary

https://github.com/ntunlp/multisense_embedding_alignment

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Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings

https://github.com/rasoolims/ImageTranslate

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"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks

https://github.com/rlitschk/EncoderCLIR

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Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval

https://github.com/taolusi/chisp

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A Pilot Study for Chinese SQL Semantic Parsing

https://github.com/twadada/multilingual-nlm

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Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora

https://github.com/yeraidm/meemi

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Improving Cross-Lingual Word Embeddings by Meeting in the Middle

https://github.com/zhangmozhi/iternorm

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Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization

https://github.com/ZahinAkram/Unsupervised-Neural-Machine-Translation-Bangla-To-English-English-to-Bangla-

Word Translation Without Parallel Data

https://github.com/andreapdr/gfun

Word Translation Without Parallel Data

https://github.com/babylonhealth/MultilingualFactorAnalysis

Word Translation Without Parallel Data

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