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Multi-Lingual Learning

169 directly classified papers

Papers per year

Papers

Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024
Sign Language Translation with Sentence Embedding Supervision ACL 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ACL 2024
Preference Tuning For Toxicity Mitigation Generalizes Across Languages EMNLP 2024
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024
To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024
MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024
All Languages Matter: On the Multilingual Safety of LLMs ACL 2024
Sailor: Open Language Models for South-East Asia EMNLP 2024
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023
Typology Guided Multilingual Position Representations: Case on Dependency Parsing ACL 2023
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark ACL 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023
CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation EMNLP 2023
BIT’s System for Multilingual Track ACL 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023
Local Byte Fusion for Neural Machine Translation ACL 2023
GlotLID: Language Identification for Low-Resource Languages EMNLP 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ACL 2023