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Byrne, Bill

  1. Retrieval Augmented Visual Question Answering with Outside Knowledge
    2022/10/07 by Weizhe Lin, Lin, Weizhe, Bill Byrne +1 · 20 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  2. Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
    2019/09/01 by Bill Byrne, K. S. Krishnamoorthi, Byrne, Bill +17 · 18 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 and dialogue systems #Topic Modeling
  3. Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering
    2023/09/29 by Weizhe Lin, Lin, Weizhe, Jinghong Chen +7 · 17 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  4. On NMT Search Errors and Model Errors: Cat Got Your Tongue?
    2019/08/27 by Stahlberg, Felix, Byrne, Bill · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem
    2020/04/09 by Saunders, Danielle, Byrne, Bill · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers
    2024/02/13 by Weizhe Lin, Jingbiao Mei, Lin, Weizhe +5 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 24 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  8. First the worst: Finding better gender translations during beam search
    2021/04/15 by Danielle Saunders, Rosie Sallis, Saunders, Danielle +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  9. The Teacher-Student Chatroom Corpus
    2020/11/13 by Caines, Andrew, Yannakoudakis, Helen, Edmondson, Helena +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding
    2023/11/14 by Guangyu Yang, Yang, Guangyu, Jinghong Chen +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  11. Neural Machine Translation Decoding with Terminology Constraints
    2018/05/09 by Hasler, Eva, De Gispert, Adrià, Iglesias, Gonzalo +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities
    2024/05/30 by David Stap, Eva Hasler, Stap, David +7 · 5 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Translation Studies and Practices
  13. Transferable Dialogue Systems and User Simulators
    2021/07/25 by Bo-Hsiang Tseng, Tseng, Bo-Hsiang, Yinpei Dai +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  14. On Extending Direct Preference Optimization to Accommodate Ties
    2024/09/25 by Jinghong Chen, Guangyu Yang, Chen, Jinghong +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
  15. Parameter Efficient Reinforcement Learning from Human Feedback
    2024/03/15 by Sidahmed, Hakim, Phatale, Samrat, Hutcheson, Alex +16 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering
    2023/03/19 by Lin, Weizhe, Wang, Zhilin, Byrne, Bill · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. xPQA: Cross-Lingual Product Question Answering across 12 Languages
    2023/05/16 by Xiaoyu Shen, Shen, Xiaoyu, Akari Asai +5 · 2 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Natural Language Processing Techniques
  18. Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
    2025/04/07 by Bazaga, Adrián, Blloshmi, Rexhina, Byrne, Bill +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. A Preference-driven Paradigm for Enhanced Translation with Large Language Models
    2024/04/17 by Dawei Zhu, Sony Trenous, Zhu, Dawei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  20. Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It
    2020/10/11 by Danielle Saunders, Rosie Sallis, Saunders, Danielle +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  21. Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
    2025/02/18 by Mei, Jingbiao, Chen, Jinghong, Yang, Guangyu +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. XRAG: Cross-lingual Retrieval-Augmented Generation
    2025/05/15 by Wei Liu, Sony Trenous, Liu, Wei +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  23. Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns
    2023/09/23 by Alexandru Coca, Bo-Hsiang Tseng, Coca, Alexandru +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling