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cross-lingual representation

60 papers

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cross-lingual transfer (1468) representation learning (6174) sentence embedding (497) multilingual nlp (1423) contrastive learning (3979) low-resource language (2234) word embedding (1764) sentence representation (206) multilingual language model (428) machine translation (2472)

Papers

Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations NAACL 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025
LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles ACL 2025
Less is More: The Effectiveness of Compact Typological Language Representations EMNLP 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
BITS Pilani at SemEval-2024 Task 1: Using text-embedding-3-large and LaBSE embeddings for Semantic Textual Relatedness SEMEVAL 2024
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa ACL 2023
Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa SEMEVAL 2023
Does Transliteration Help Multilingual Language Modeling? EACL 2023
Cross-lingual Similarity of Multilingual Representations Revisited AACL 2022
Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022
Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022
Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction COLING 2022
Visual Grounding of Inter-lingual Word-Embeddings EMNLP 2022
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations NAACL 2022
Language-agnostic BERT Sentence Embedding ACL 2022
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022
ICL’s Submission to the WMT21 Critical Error Detection Shared Task EMNLP 2021
Improving Machine Translation of Rare and Unseen Word Senses EMNLP 2021