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Colin Cherry

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1363 citations
    #cs.CL #cs.AI
  2. Gemma 3 Technical Report
    2025/03/25 by Gemma Team, Aishwarya Kamath, Kamath, Aishwarya +418 · 3 voices · 469 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  3. Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
    2019/07/11 by Naveen Arivazhagan, Arivazhagan, Naveen, Ankur Bapna +23 · 1 voice · 7 citations
    #cs.CL #cs.LG
  4. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Andrew M. Dai, Anil, Rohan +224 · 70 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
    2024/02/27 by Biao Zhang, Zhongtao Liu, Zhang, Biao +5 · 32 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  6. Data Scaling Laws in NMT: The Effect of Noise and Architecture
    2022/02/04 by Yamini Bansal, Bansal, Yamini, Behrooz Ghorbani +13 · 8 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
  7. Prompting PaLM for Translation: Assessing Strategies and Performance
    2022/11/16 by David Vilar, Vilar, David, Markus Freitag +9 · 7 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Shen, Jonathan, Patrick Nguyen +179 · 1 voice · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  9. The unreasonable effectiveness of few-shot learning for machine translation
    2023/02/02 by Xavier García, Garcia, Xavier, Yamini Bansal +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. mSLAM: Massively multilingual joint pre-training for speech and text
    2022/02/03 by Ankur Bapna, Colin Cherry, Bapna, Ankur +15 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  11. Re-Translation Strategies For Long Form, Simultaneous, Spoken Language\n Translation
    2019/12/06 by Naveen Arivazhagan, Colin Cherry, Arivazhagan, Naveen +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  12. On the Implications of Verbose LLM Outputs: A Case Study in Translation Evaluation
    2024/10/01 by Eleftheria Briakou, Briakou, Eleftheria, Zhongtao Liu +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  13. Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation
    2025/01/30 by Muhammed Yusuf Kocyigit, Eleftheria Briakou, Kocyigit, Muhammed Yusuf +9 · 1 voice · 5 citations
    Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
  14. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts
    2024/09/10 by Eleftheria Briakou, Briakou, Eleftheria, Jiaming Luo +5 · 5 citations
    Arts and Humanities · Computer Science · #Translation Studies and Practices #Natural Language Processing Techniques
  15. Human-Paraphrased References Improve Neural Machine Translation
    2020/10/20 by Markus Freitag, Freitag, Markus, George Foster +5 · 1 citation
    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
  16. XTREME-S: Evaluating Cross-lingual Speech Representations
    2022/03/21 by Alexis Conneau, Ankur Bapna, Conneau, Alexis +35 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  17. Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model
    2023/10/10 by Christian Tomani, Tomani, Christian, David Vilar +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  18. SMOL: Professionally translated parallel data for 115 under-represented languages
    2025/02/17 by Isaac Caswell, Elizabeth L. Nielsen, Elizabeth Nielsen +52 · 1 voice · 1 citation
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.CL
  19. SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
    2025/06/05 by Senyu Li, Jiayi Wang, Li, Senyu +17 · 4 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices
  20. Don't Throw Away Data: Better Sequence Knowledge Distillation
    2024/07/15 by Jun Wang, Wang, Jun, Eleftheria Briakou +9 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies