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awesome-multilingual-nlp
A repository to maintain work being done in the field of multilingual NLP, to encourage research beyond English :)
https://github.com/simran-khanuja/awesome-multilingual-nlp
- A Survey of Multilingual Models for Automatic Speech Recognition
- A Primer on Pretrained Multilingual Language Models
- Mu2SLAM: Multitask, Multilingual Speech and Language Models
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
- PaLI: A Jointly-Scaled Multilingual Language-Image Model
- Few-shot Learning with Multilingual Generative Language Models
- MAESTRO: Matched Speech Text Representations through Modality Matching
- mSLAM: Massively multilingual joint pre-training for speech and text
- Unsupervised Cross-lingual Representation Learning for Speech Recognition
- Rethinking Embedding Coupling in Pre-trained Language Models
- Larger-Scale Transformers for Multilingual Masked Language Modeling - 2021
- MuRIL: Multilingual Representations for Indian Languages
- Unsupervised Cross-lingual Representation Learning at Scale
- Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
- When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Model - HLT 2021
- On the Cross-lingual Transferability of Monolingual Representations
- Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification
- An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition
- Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation
- Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization
- Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
- On Efficiently Acquiring Annotations for Multilingual Models
- Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages
- From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers
- Choosing Transfer Languages for Cross-Lingual Learning
- Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
- XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
- Few-shot Learning with Multilingual Generative Language Models
- Language Models are Multilingual Chain-of-thought Reasoners
- Visually Grounded Reasoning across Languages and Cultures
- On the Cross-lingual Transferability of Monolingual Representations
- Does Corpus Quality Really Matter for Low-Resource Languages?
- When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer
- Computational Historical Linguistics and Language Diversity in South Asia
- Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
- Cultural and Geographical Influences on Image Translatability of Words across Languages
- Language Models are Few-shot Multilingual Learners
- Identifying Elements Essential for BERT’s Multilinguality
- Challenges and Strategies in Cross-Cultural NLP
- Toward More Meaningful Resources for Lower-resourced Languages
- The State and Fate of Linguistic Diversity and Inclusion in the NLP World
- The State of Multilingual AI
- Multi-domain Multilingual Question Answering
- Why You Should Do NLP Beyond English
- Multilingual NLP - 737, Spring 2022
- The digital language divide
- The Multilingual Mind: A Modular Processing Perspective