Holger Schwenk
- Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
2014/06/03 by Kyunghyun Cho, Cho, Kyunghyun, Bart van Merriënboer +11 · 449 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
- XNLI: Evaluating Cross-lingual Sentence Representations
2018/09/13 by Alexis Conneau, Conneau, Alexis, Guillaume Lample +11 · 72 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
- Beyond English-Centric Multilingual Machine Translation
2020/10/21 by Angela Fan, Shruti Bhosale, Fan, Angela +31 · 35 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Large Concept Models: Language Modeling in a Sentence Representation Space
2024/12/11 by LCM team, LCM Team, Loïc Barrault +42 · 13 voices · 18 citations
Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Seamless: Multilingual Expressive and Streaming Speech Translation
2023/12/08 by Seamless Communication, Communication, Seamless, Loïc Barrault +127 · 47 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
- 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
- WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from\n Wikipedia
2019/07/10 by Holger Schwenk, Schwenk, Holger, Vishrav Chaudhary +7 · 8 citations
Computer Science · Social Sciences · #Natural Language Processing Techniques #Text Readability and Simplification #Wikis in Education and Collaboration
- Textless Speech-to-Speech Translation on Real Data
2021/12/15 by Ann Lee, Hongyu Gong, Lee, Ann +18 · 5 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
- Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
2022/05/25 by Kevin S. Heffernan, Onur Çelebi, Heffernan, Kevin +3 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Speech-to-Speech Translation For A Real-world Unwritten Language
2022/11/11 by Peng‐Jen Chen, Kevin Tran, Chen, Peng-Jen +29 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Multilingual Representation Distillation with Contrastive Learning
2022/10/10 by Weiting Tan, Kevin S. Heffernan, Tan, Weiting +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling