cross-lingual transfer

1468 papers

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Also known as

X-ICL CLTL ZS-XLT CLET XLT CLT

Co-occurring keywords

low-resource language (2234) zero-shot learning (3637) multilingual model (920) multilingual language model (428) transfer learning (5442) named entity recognition (2801) multilingual nlp (1423) machine translation (2472) large language model (12755) text classification (6776)

Papers

Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024

ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024

“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024

Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024

Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024

SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024

Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024

SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL 2024

Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024

Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024

Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing EMNLP 2024

Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024

Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024

RoBERTa Low Resource Fine Tuning for Sentiment Analysis in Albanian COLING 2024

RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024

Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024

Exploratory Study on the Impact of English Bias of Generative Large Language Models in Dutch and French COLING 2024

LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024

Zero-shot Cross-lingual Automated Essay Scoring COLING 2024

MultiLexBATS: Multilingual Dataset of Lexical Semantic Relations COLING 2024

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models ACL 2024

Evaluating Multilingual Language Models for Cross-Lingual ESG Issue Identification COLING 2024