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Multi-Lingual Learning

281 directly classified papers

Papers per year

Papers

Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ACL 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
Understanding and Mitigating Language Confusion in LLMs EMNLP 2024
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024
IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages ACL 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
Language-Agnostic Transformers and Assessing ChatGPT-Based Query Rewriting for Multilingual Document-Grounded QA ACL 2023
Enhanced Training Methods for Multiple Languages ACL 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa ACL 2023
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ACL 2023
With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023