Mikel Artetxe
- OPT: Open Pre-trained Transformer Language Models
2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 265 citations
#cs.CL #cs.LG
- Efficient Large Scale Language Modeling with Mixtures of Experts
2021/12/20 by Mikel Artetxe, Artetxe, Mikel, Shruti Bhosale +47 · 1 voice · 16 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
- Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
2022/02/25 by Sewon Min, Min, Sewon, Xinxi Lyu +10 · 116 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- On the Cross-lingual Transferability of Monolingual Representations
2019/10/25 by Mikel Artetxe, Sebastian Ruder, Dani Yogatama · 2 voices · 20 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
2018/12/26 by Mikel Artetxe, Holger Schwenk · 1 voice · 7 citations
Computer Science · #cs.CL #cs.AI #cs.LG
- Unsupervised Neural Machine Translation
2017/10/30 by Mikel Artetxe, Gorka Labaka, Artetxe, Mikel +5 · 21 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Few-shot Learning with Multilingual Language Models
2021/12/20 by Xi Victoria Lin, Todor Mihaylov, Lin, Xi Victoria +39 · 11 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- Revisiting Machine Translation for Cross-lingual Classification
2023/05/23 by Mikel Artetxe, Artetxe, Mikel, Vedanuj Goswami +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Lifting the Curse of Multilinguality by Pre-training Modular Transformers
2022/05/12 by Jonas Pfeiffer, Pfeiffer, Jonas, Naman Goyal +11 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- BertaQA: How Much Do Language Models Know About Local Culture?
2024/06/11 by Julen Etxaniz, Gorka Azkune, Etxaniz, Julen +8 · 1 voice · 5 citations
Arts and Humanities · Computer Science · Social Sciences · #Computational and Text Analysis Methods #Digital Humanities and Scholarship #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models
2024/04/18 by Reka Team, Aitor Ormazabal, Ormazabal, Aitor +48 · 4 citations
Computer Science · #Natural Language Processing Techniques
- Linguini: A benchmark for language-agnostic linguistic reasoning
2024/09/18 by Eduardo Sánchez, Sánchez, Eduardo, Belen Alastruey +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Multilingual Autoregressive Entity Linking
2021/03/23 by Nicola De Cao, Ledell Wu, De Cao, Nicola +17 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
2021/08/04 by Machel Reid, Mikel Artetxe, Reid, Machel +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Efficient Language Modeling with Sparse all-MLP
2022/03/14 by Mikel Artetxe, Yu, Ping, Myle Ott +8 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Gender-specific Machine Translation with Large Language Models
2023/09/06 by Eduardo Sánchez, Pierre Andrews, Sánchez, Eduardo +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- BOUQuET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation
2025/02/06 by The Omnilingual MT Team, Pierre Andrews, Andrews, Pierre +29 · 2 citations
Computer Science · #Natural Language Processing Techniques