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Multi-Lingual Learning

281 directly classified papers

Papers per year

Papers

How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024
Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024
PolyWER: A Holistic Evaluation Framework for Code-Switched Speech Recognition EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
Multilingual Topic Classification in X: Dataset and Analysis EMNLP 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm EMNLP 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024
Challenges in Urdu Machine Translation ACL 2024
Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Understanding and Mitigating Language Confusion in LLMs EMNLP 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
M2QA: Multi-domain Multilingual Question Answering EMNLP 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024
SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024
Bilingual Rhetorical Structure Parsing with Large Parallel Annotations ACL 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024