Multi-Lingual Learning

IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024 LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024 Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024 M2QA: Multi-domain Multilingual Question Answering EMNLP 2024 Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024 MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024 Multilingual Diversity Improves Vision-Language Representations NeurIPS 2024 Multilingual Topic Classification in X: Dataset and Analysis EMNLP 2024 MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling ACL 2024 Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024 PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024 PolyWER: A Holistic Evaluation Framework for Code-Switched Speech Recognition EMNLP 2024 Question Translation Training for Better Multilingual Reasoning ACL 2024 Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024 Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024 Teaching Large Language Models an Unseen Language on the Fly ACL 2024 The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024 The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ACL 2024 The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm EMNLP 2024 Towards Building a Language-Independent Speech Scoring Assessment AAAI 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024